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[null,"1) Overview of Data Provided"]
[null,"In the \"DEMAND LMI\" worksheet, labor market data by job title or SOC codes (Standard Occupational Classification) is displayed, including typical entry level education, 2018 and 2023 jobs counts, five-year projected job change and growth, average annual job openings (new + replacement jobs), and the median hourly/annual wages. Average annual job openings is typically what is used to estimate \"demand\" for occupation. Mac users, please see item #5 for more information."]
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[null,">> For more information on the demand data provided, please go to the:",null,null,null,"Data Definitions tab in this file"]
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[null,"2) Choosing Geographical Area, SOC Code, Job Title, and Typical Entry Level Education"]
[null,"There should be six boxes (or slicers) displayed to the right of the table where selections can be made: \n1) Regions, 2) Subregions, 3) Counties, 4) Occupational Titles, 5) Major Occupational Group, and 6) Skill Level.\n\nThey can be used to filter the Demand LMI table on the left based upon your selections.  If for some reason they are not visible on your screen, just scroll to the right.\n\nSelect Region, Economic Subregion, and/or County in the three boxes at the top to the right.  Select  Occupational Title, or major occupational group, and/or skill level in the bottom three boxes. "]
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[null,"To make more than one selection within a box, hold down the CONTROL key while making selections. "]
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[null,"Make sure that you clear all filters when you start a new search by following the directions \nabove the Demand table. The Clear Filters button will reset to display California occupation demand."]
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[null,"3) To search for SOC (Standard Occupational Classification) Codes: "]
[null,"Click on link to o*net below and use \"Occupation Quick Search\" in upper right hand corner at o*net to search by job title, description or any key word to find SOC Code(s)"]
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[null,null,"Link to o*net online"]
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[null,"4) How to Interpret the Data"]
[null,"For Disclaimers and Implications for Analysis, please go to the:",null,null,null,"Interpreting Data tab in this file"]
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[null,"5) Disclaimer for Mac Users"]
[null,"Please Enable Macros to access the embedded features in the DEMAND tool. "]
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[]
[]
[]
[]
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[null,"To make more than one selection within a box, hold down COMMAND key while making selections. "]

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[null,"Occupation Count:",{"$f":"COUNTA(B8:B758)","v":751}]
["SOC Code","Occupational Title","Entry Level Education","Base Year Employment Estimate 2018","Projected Year Employment Estimate 2023","Numeric Change 2018-2023","Percentage Change 2018-2023","Average Annual Job Openings ","2018 Q1 Median Hourly ","2018 Q1 Median Annual "]
["11-1011","Chief Executives","Bachelor's degree",41892,41447,-445,-9.9655104827862523E-3,2822,59.535882352941186,123836.35294117648]
["11-1021","General and Operations Managers","Bachelor's degree",270716,286756,16040,6.5309767165951244E-2,25739,47.93058823529411,99695]
["11-1031","Legislators","Bachelor's degree",2746,2836,90,3.2826153555847268E-2,201,0,49912.304347826088]
["11-2011","Advertising and Promotions Managers","Bachelor's degree",3692,3897,205,7.1958415704561948E-2,424,45.916000000000004,95503.5]
["11-2021","Marketing Managers","Bachelor's degree",34536,36976,2440,6.2419832645479463E-2,3492,61.803076923076937,128551.34615384616]
["11-2022","Sales Managers","Bachelor's degree",71938,75758,3820,5.4167895064869624E-2,6961,43.972941176470584,91462.617647058825]
["11-2031","Public Relations and Fundraising Managers","Bachelor's degree",7286,7701,415,4.5105659792981333E-2,679,48.141052631578944,100132.05263157895]
["11-3011","Administrative Services Managers","Bachelor's degree",38332,40737,2405,5.9721379347576917E-2,3617,45.415151515151507,94463.303030303025]
["11-3021","Computer and Information Systems Managers","Bachelor's degree",50900,55075,4175,6.7418104482445146E-2,4680,64.382413793103453,133916.79310344829]
["11-3031","Financial Managers","Bachelor's degree",69040,75840,6800,9.5848685174328624E-2,6656,54.522500000000001,113405.40625]
["11-3051","Industrial Production Managers","Bachelor's degree",19076,19391,315,3.9391440282269798E-2,1393,49.85266666666665,103691.3]
["11-3061","Purchasing Managers","Bachelor's degree",8436,8801,365,5.6358468069474685E-2,747,56.993181818181817,118546.27272727272]
["11-3071","Transportation, Storage, and Distribution Managers","High school diploma or equivalent",16914,18124,1210,7.2460025500214562E-2,1552,44.816562499999989,93218.6875]
["11-3111","Compensation and Benefits Managers","Bachelor's degree",1354,1414,60,4.5729444481384204E-2,106,56.591428571428573,117714.28571428571]
["11-3121","Human Resources Managers","Bachelor's degree",16702,17757,1055,6.0023567508922529E-2,1579,55.158387096774206,114729.45161290323]
["11-3131","Training and Development Managers","Bachelor's degree",3124,3309,185,5.7903072493272222E-2,316,62.165999999999997,129304.3]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers","High school diploma or equivalent",110654,109864,-790,-1.4394608485085602E-2,7921,21.802058823529411,45348.441176470587]
["11-9021","Construction Managers","Bachelor's degree",53190,57790,4600,8.6400465035232674E-2,4691,46.780322580645162,97302.387096774197]
["11-9031","Education Administrators, Preschool and Childcare Center/Program","Bachelor's degree",7998,8368,370,4.8075469562213147E-2,673,24.167083333333334,50264.25]
["11-9032","Education Administrators, Elementary and Secondary School","Master's degree",21034,21969,935,4.1330629093742022E-2,1773,0,115108.38235294117]
["11-9033","Education Administrators, Postsecondary","Master's degree",17992,19247,1255,5.7249696343217964E-2,1626,47.844285714285711,99517.809523809527]
["11-9039","Education Administrators, All Other","Bachelor's degree",4648,4943,295,7.1735668801383337E-2,413,42.532499999999999,88467.55]
["11-9041","Architectural and Engineering Managers","Bachelor's degree",28332,29487,1155,4.0877095428470303E-2,2212,68.861923076923077,143227.88461538462]
["11-9051","Food Service Managers","High school diploma or equivalent",55618,60263,4645,6.8795874799035178E-2,7082,23.523529411764709,48932.23529411765]
["11-9061","Funeral Service Managers","Associate's degree",1186,1226,40,3.8526627413226475E-2,91,21.395,44500.6]
["11-9071","Gaming Managers","High school diploma or equivalent",142,147,5,0.11363636363636363,17,43.94,91385.5]
["11-9081","Lodging Managers","High school diploma or equivalent",4758,5028,270,6.0224517875964827E-2,541,26.971818181818183,56099.681818181816]
["11-9111","Medical and Health Services Managers","Bachelor's degree",36326,40641,4315,0.10980024039992718,3813,55.549705882352931,115542.11764705883]
["11-9121","Natural Sciences Managers","Bachelor's degree",4908,5178,270,6.5275509097442536E-2,454,58.986428571428576,122690.57142857143]
["11-9131","Postmasters and Mail Superintendents","High school diploma or equivalent",90,90,0,0,6,22.936666666666667,47706.666666666664]
["11-9141","Property, Real Estate, and Community Association Managers","High school diploma or equivalent",49360,51810,2450,4.8262570392795585E-2,4291,29.812499999999993,62010.3125]
["11-9151","Social and Community Service Managers","Bachelor's degree",19568,21263,1695,8.5543684047731702E-2,2087,26.782121212121211,55705.484848484848]
["11-9161","Emergency Management Directors","Bachelor's degree",516,531,15,2.9761904761904764E-2,42,60.636666666666677,126127]
["11-9199","Managers, All Other","Bachelor's degree",105574,110909,5335,5.0799880788002676E-2,8576,53.375000000000014,111018.4705882353]
["13-1011","Agents and Business Managers of Artists, Performers, and Athletes","Bachelor's degree",8026,8691,665,6.3577266263497564E-2,1084,25.77333333333333,53609.333333333336]
["13-1021","Buyers and Purchasing Agents, Farm Products","Bachelor's degree",922,902,-20,-2.3494868032683157E-2,105,0,0]
["13-1022","Wholesale and Retail Buyers, Except Farm Products","Bachelor's degree",18696,18836,140,2.9296987725019735E-2,2122,0,0]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products","Bachelor's degree",33984,33594,-390,9.3663997158540768E-4,2786,0,0]
["13-1031","Claims Adjusters, Examiners, and Investigators","High school diploma or equivalent",30472,29777,-695,-5.0649050215702393E-3,2290,33.215217391304357,69086.869565217392]
["13-1032","Insurance Appraisers, Auto Damage","Postsecondary non-degree award",1162,1167,5,3.2556835785139218E-3,94,20.026666666666667,41644.333333333336]
["13-1041","Compliance Officers","Bachelor's degree",35018,36263,1245,4.8692407390568793E-2,3051,35.06588235294118,72934.911764705888]
["13-1051","Cost Estimators","Bachelor's degree",27648,29893,2245,8.5074455919864844E-2,3242,33.363939393939397,69397.15151515152]
["13-1071","Human Resources Specialists","Bachelor's degree",57120,60220,3100,5.6462579385029278E-2,6207,31.445294117647062,65402.26470588235]
["13-1074","Farm Labor Contractors","No formal educational credential",114,124,10,5.9523809523809521E-2,14,13.52,28112.5]
["13-1075","Labor Relations Specialists","Bachelor's degree",7910,7785,-125,-2.0360024638591784E-2,720,35.819999999999993,74505.357142857145]
["13-1081","Logisticians","Bachelor's degree",16556,17446,890,7.6733540121635413E-2,1799,38.329166666666659,79724.166666666672]
["13-1111","Management Analysts","Bachelor's degree",124360,132060,7700,6.6634106948660385E-2,12343,37.723823529411767,78466.176470588238]
["13-1121","Meeting, Convention, and Event Planners","Bachelor's degree",14944,16029,1085,7.4524682392979255E-2,1969,23.052307692307686,47945.153846153844]
["13-1131","Fundraisers","Bachelor's degree",7792,8372,580,8.2755196320646346E-2,898,26.077619047619049,54240.571428571428]
["13-1141","Compensation, Benefits, and Job Analysis Specialists","Bachelor's degree",9336,9701,365,3.8944743221710112E-2,836,32.692352941176473,68001.058823529413]
["13-1151","Training and Development Specialists","Bachelor's degree",20670,22220,1550,6.8120526710608822E-2,2362,31.285862068965518,65072.793103448275]
["13-1161","Market Research Analysts and Marketing Specialists","Bachelor's degree",67634,76444,8810,0.15211822191362348,8701,28.979354838709671,60275.258064516129]
["13-1199","Business Operations Specialists, All Other","Bachelor's degree",142690,150540,7850,5.9598548597763153E-2,14692,33.457941176470591,69591.970588235301]
["13-2011","Accountants and Auditors","Bachelor's degree",159124,166959,7835,6.0396517438213906E-2,15830,34.230606060606064,71200.545454545456]
["13-2021","Appraisers and Assessors of Real Estate","Bachelor's degree",4994,5129,135,1.2069492512800041E-2,356,26.581739130434784,55291.391304347824]
["13-2031","Budget Analysts","Bachelor's degree",6956,7171,215,3.6429904310308195E-2,559,36.833809523809521,76615.761904761908]
["13-2041","Credit Analysts","Bachelor's degree",7642,7822,180,4.4460697544639022E-2,660,36.213529411764704,75323.529411764699]
["13-2051","Financial Analysts","Bachelor's degree",34484,36594,2110,7.7969447927880756E-2,3373,42.144761904761907,87664.190476190473]
["13-2052","Personal Financial Advisors","Bachelor's degree",29842,31547,1705,7.3498744000166732E-2,2610,43.895555555555561,91303.777777777781]
["13-2053","Insurance Underwriters","Bachelor's degree",5562,5442,-120,-9.0337344777843866E-3,406,36.362000000000002,75637.5]
["13-2061","Financial Examiners","Bachelor's degree",4078,4198,120,4.1542529371013409E-2,330,41.358888888888899,86022.777777777781]
["13-2071","Credit Counselors","Bachelor's degree",2814,2949,135,4.4253264070032335E-2,258,20.851428571428574,43368.714285714283]
["13-2072","Loan Officers","Bachelor's degree",27152,28032,880,4.1420867834927155E-2,2377,34.552857142857142,71866.25]
["13-2081","Tax Examiners and Collectors, and Revenue Agents","Bachelor's degree",8528,8448,-80,-1.1779333136991844E-2,567,31.459166666666665,65435.583333333336]
["13-2082","Tax Preparers","High school diploma or equivalent",13784,14219,435,4.7031159907313859E-2,1543,22.669999999999998,47156.571428571428]
["13-2099","Financial Specialists, All Other","Bachelor's degree",13988,14608,620,5.4602198086727026E-2,1306,32.335499999999989,67256.649999999994]
["15-1111","Computer and Information Research Scientists","Master's degree",4892,5347,455,8.4939551914222686E-2,433,55.453636363636363,115345.36363636363]
["15-1121","Computer Systems Analysts","Bachelor's degree",76828,81398,4570,4.5728272706615523E-2,5922,40.698235294117637,84652.382352941175]
["15-1122","Information Security Analysts","Bachelor's degree",7854,8864,1010,0.13562990925351556,764,45.790769230769229,95240.769230769234]
["15-1131","Computer Programmers","Bachelor's degree",38066,37381,-685,-2.3312702164324149E-2,2203,41.828400000000009,87001.600000000006]
["15-1132","Software Developers, Applications","Bachelor's degree",138090,163190,25100,0.15989147223825209,14637,51.627199999999995,107382]
["15-1133","Software Developers, Systems Software","Bachelor's degree",91338,97058,5720,6.0728885401566624E-2,7093,52.710454545454553,109634.5]
["15-1134","Web Developers","Associate's degree",27496,30136,2640,8.5824648921779406E-2,2548,31.212173913043479,64920.086956521736]
["15-1141","Database Administrators","Bachelor's degree",12308,13278,970,8.7819130974857454E-2,1003,40.674285714285723,84599.523809523816]
["15-1142","Network and Computer Systems Administrators","Bachelor's degree",41594,43679,2085,5.0554606888328205E-2,3023,41.252142857142857,85805.142857142855]
["15-1143","Computer Network Architects","Bachelor's degree",15734,16694,960,5.6541514118305609E-2,1226,52.65124999999999,109515.5625]
["15-1151","Computer User Support Specialists","Some college, no degree",69054,74439,5385,7.3924421300276016E-2,6262,25.732941176470582,53522.529411764706]
["15-1152","Computer Network Support Specialists","Associate's degree",19540,20690,1150,5.161732200308039E-2,1681,33.191785714285714,69039.78571428571]
["15-1199","Computer Occupations, All Other","Bachelor's degree",32132,34162,2030,6.9396817233279895E-2,2595,38.203448275862065,79462.448275862072]
["15-2011","Actuaries","Bachelor's degree",1086,1201,115,9.6193791969519105E-2,89,54.9925,114382.25]
["15-2021","Mathematicians","Master's degree",546,636,90,0.155383648467772,61,39.265000000000001,81664]
["15-2031","Operations Research Analysts","Bachelor's degree",14652,16632,1980,0.14475921054566146,1314,39.862941176470592,82912.411764705888]
["15-2041","Statisticians","Master's degree",4042,4647,605,0.14615882593939605,443,44.183750000000003,91903.75]
["17-1011","Architects, Except Landscape and Naval","Bachelor's degree",17078,17598,520,3.0486375386874053E-2,1322,39.795789473684216,82775.15789473684]
["17-1012","Landscape Architects","Bachelor's degree",3086,3176,90,2.9470303362554264E-2,239,35.682499999999997,74221.333333333328]
["17-1021","Cartographers and Photogrammetrists","Bachelor's degree",1190,1315,125,0.106568018535866,116,31.609999999999996,65753.166666666672]
["17-1022","Surveyors","Bachelor's degree",4250,4500,250,4.6664520715139927E-2,358,38.454761904761902,79984.047619047618]
["17-2011","Aerospace Engineers","Bachelor's degree",10478,10698,220,3.4252793354515573E-2,665,44.894000000000005,93378.4]
["17-2021","Agricultural Engineers","Bachelor's degree",50,50,0,0,3,40.21,83634]
["17-2031","Biomedical Engineers","Bachelor's degree",4522,4702,180,5.0485947090671765E-2,339,48.285999999999994,100434.8]
["17-2041","Chemical Engineers","Bachelor's degree",2310,2460,150,6.8865010866538207E-2,178,41.036000000000001,85355.199999999997]
["17-2051","Civil Engineers","Bachelor's degree",40646,42836,2190,6.3544075229717681E-2,3409,48.211562500000007,100279.90625]
["17-2061","Computer Hardware Engineers","Bachelor's degree",23650,24800,1150,3.8408535330214003E-2,1736,57.196000000000005,118964.1]
["17-2071","Electrical Engineers","Bachelor's degree",25632,26887,1255,6.7056274773226024E-2,1906,48.114166666666655,100074.5]
["17-2072","Electronics Engineers, Except Computer","Bachelor's degree",27452,28332,880,3.7940244473861386E-2,1927,54.553749999999994,113464.625]
["17-2081","Environmental Engineers","Bachelor's degree",7314,7624,310,5.2145690687446886E-2,538,48.814736842105255,101533.94736842105]
["17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors","Bachelor's degree",2336,2426,90,4.7569058244366483E-2,168,53.555,111391.75]
["17-2112","Industrial Engineers","Bachelor's degree",24680,26380,1700,8.578612898859489E-2,1975,47.114782608695656,97997.478260869568]
["17-2121","Marine Engineers and Naval Architects","Bachelor's degree",336,326,-10,-2.976190476190476E-2,18,44.13,91808]
["17-2131","Materials Engineers","Bachelor's degree",2630,2705,75,3.9857555359494944E-2,201,50.32,104667.83333333333]
["17-2141","Mechanical Engineers","Bachelor's degree",24766,25906,1140,8.9004163338629289E-2,1802,45.353999999999999,94334.5]
["17-2151","Mining and Geological Engineers, Including Mining Safety Engineers","Bachelor's degree",142,147,5,3.5211267605633804E-2,11,0,0]
["17-2171","Petroleum Engineers","Bachelor's degree",1514,1499,-15,-2.1427302602362554E-2,96,60.256666666666661,125339.33333333333]
["17-2199","Engineers, All Other","Bachelor's degree",17384,18119,735,6.1309787455457142E-2,1273,47.721000000000004,99256.85]
["17-3011","Architectural and Civil Drafters","Associate's degree",14956,15771,815,5.1375596917269513E-2,1447,26.638333333333332,55409.416666666664]
["17-3012","Electrical and Electronics Drafters","Associate's degree",3558,3753,195,7.1555532919674564E-2,345,29.146363636363638,60626.181818181816]
["17-3013","Mechanical Drafters","Associate's degree",3720,3895,175,6.7781050481162786E-2,354,29.12153846153846,60570.307692307695]
["17-3019","Drafters, All Other","Associate's degree",764,799,35,5.3550491121467751E-2,75,26.2425,54579]
["17-3021","Aerospace Engineering and Operations Technicians","Associate's degree",1518,1488,-30,8.8599450354159785E-3,121,34.510000000000005,71786.25]
["17-3022","Civil Engineering Technicians","Associate's degree",8366,8831,465,4.8656219483679805E-2,825,28.721785714285708,59739.535714285717]
["17-3023","Electrical and Electronics Engineering Technicians","Associate's degree",24436,25526,1090,7.1442012926829557E-2,2343,29.836153846153842,62058.769230769234]
["17-3024","Electro-Mechanical Technicians","Associate's degree",1544,1629,85,5.0677596944892364E-2,153,28.538,59358]
["17-3025","Environmental Engineering Technicians","Associate's degree",2372,2552,180,7.1827881879139924E-2,246,21.599999999999998,44926.466666666667]
["17-3026","Industrial Engineering Technicians","Associate's degree",3884,3969,85,3.8268042763863641E-2,351,32.382000000000005,67352.899999999994]
["17-3027","Mechanical Engineering Technicians","Associate's degree",3842,3947,105,4.6441701797816703E-2,352,26.875454545454545,55905.090909090912]
["17-3029","Engineering Technicians, Except Drafters, All Other","Associate's degree",9202,9582,380,6.1165099442828934E-2,870,32.640555555555558,67895.944444444438]
["17-3031","Surveying and Mapping Technicians","High school diploma or equivalent",3244,3404,160,3.9013841588827688E-2,379,26.334736842105258,54770.526315789473]
["19-1012","Food Scientists and Technologists","Bachelor's degree",1718,1813,95,7.3099702588915155E-2,197,32.325000000000003,67237.2]
["19-1013","Soil and Plant Scientists","Bachelor's degree",2152,2257,105,3.2479682603601345E-2,241,27.698461538461537,57610.692307692305]
["19-1021","Biochemists and Biophysicists","Doctoral or professional degree",4832,5062,230,5.314621745567305E-2,469,44.471666666666671,92498.833333333328]
["19-1022","Microbiologists","Bachelor's degree",3636,3826,190,6.4371345985995601E-2,358,38.131249999999994,79313.125]
["19-1023","Zoologists and Wildlife Biologists","Bachelor's degree",1296,1361,65,6.0772188942981455E-2,126,23.130000000000003,48111.666666666664]
["19-1029","Biological Scientists, All Other","Bachelor's degree",7510,7885,375,6.1320344965224205E-2,724,35.484782608695653,73807.260869565216]
["19-1031","Conservation Scientists","Bachelor's degree",518,538,20,3.3603005064954332E-2,46,26.335714285714289,54775.714285714283]
["19-1032","Foresters","Bachelor's degree",244,254,10,3.048780487804878E-2,21,24.627500000000001,51225.5]
["19-1041","Epidemiologists","Master's degree",572,577,5,4.2091473613038687E-3,47,44.567500000000003,92702.25]
["19-1042","Medical Scientists, Except Epidemiologists","Doctoral or professional degree",21478,22723,1245,6.8315329546783835E-2,2072,43.745263157894733,90991.263157894733]
["19-1099","Life Scientists, All Other","Bachelor's degree",968,1038,70,5.4870247569018926E-2,96,25.45,52930.400000000001]
["19-2011","Astronomers","Doctoral or professional degree",104,114,10,9.6153846153846159E-2,10,0,0]
["19-2012","Physicists","Doctoral or professional degree",2450,2625,175,5.9463536078002213E-2,230,41.811249999999994,86969.875]
["19-2021","Atmospheric and Space Scientists","Bachelor's degree",604,639,35,4.2333149476006623E-2,48,26.318000000000001,54746]
["19-2031","Chemists","Bachelor's degree",11164,11849,685,6.748713715650477E-2,1152,34.384736842105269,71517.263157894733]
["19-2032","Materials Scientists","Bachelor's degree",786,826,40,4.6946110904488032E-2,80,49.164999999999999,102260.25]
["19-2041","Environmental Scientists and Specialists, Including Health","Bachelor's degree",15098,15943,845,6.0705807808011332E-2,1578,37.543928571428566,78090.21428571429]
["19-2042","Geoscientists, Except Hydrologists and Geographers","Bachelor's degree",3918,4138,220,6.5267730052722295E-2,409,46.511764705882356,96739.411764705888]
["19-2043","Hydrologists","Bachelor's degree",122,127,5,4.0983606557377046E-2,13,43.08,89605]
["19-2099","Physical Scientists, All Other","Bachelor's degree",2758,2878,120,2.9684147398640597E-2,240,41.052222222222227,85387.333333333328]
["19-3011","Economists","Master's degree",1140,1190,50,4.8519829544149851E-2,91,48.92,101752.5]
["19-3022","Survey Researchers","Master's degree",1184,1219,35,2.1303432385189894E-2,115,25.338000000000001,52704.800000000003]
["19-3031","Clinical, Counseling, and School Psychologists","Doctoral or professional degree",26120,27920,1800,6.1436157806816341E-2,2081,42.341290322580647,88067.903225806454]
["19-3039","Psychologists, All Other","Master's degree",2064,2199,135,6.1564806273587902E-2,159,52.178749999999994,108529.375]
["19-3041","Sociologists","Master's degree",988,933,-55,-4.7967033718493479E-2,76,47.454999999999998,98706]
["19-3051","Urban and Regional Planners","Master's degree",6792,7172,380,4.2327433546374554E-2,633,39.981481481481481,83160.111111111109]
["19-3091","Anthropologists and Archeologists","Master's degree",654,689,35,3.4760184383344161E-2,67,24.456,50862.6]
["19-3099","Social Scientists and Related Workers, All Other","Bachelor's degree",4564,4774,210,3.3928719791727305E-2,464,31.642307692307693,65814.692307692312]
["19-4011","Agricultural and Food Science Technicians","Associate's degree",2264,2349,85,4.3337318656452038E-2,248,16.486666666666668,34291.133333333331]
["19-4021","Biological Technicians","Bachelor's degree",10500,11025,525,4.7925093528792782E-2,1117,20.414761904761903,42462.904761904763]
["19-4031","Chemical Technicians","Associate's degree",6718,7088,370,7.3136550167472891E-2,711,20.591875000000002,42829.9375]
["19-4041","Geological and Petroleum Technicians","Associate's degree",904,989,85,8.4956870308873222E-2,111,24.316666666666666,50567.333333333336]
["19-4061","Social Science Research Assistants","Bachelor's degree",2414,2399,-15,-4.946826794559623E-2,273,25.754999999999999,53567.666666666664]
["19-4091","Environmental Science and Protection Technicians, Including Health","Associate's degree",4390,4740,350,0.11710498643600004,590,23.64842105263158,49186.684210526313]
["19-4092","Forensic Science Technicians","Bachelor's degree",1652,1782,130,7.9128005231670601E-2,221,40.208571428571432,83636.857142857145]
["19-4093","Forest and Conservation Technicians","Associate's degree",6324,6534,210,3.4853236856218085E-2,783,11.65,24233.478260869564]
["19-4099","Life, Physical, and Social Science Technicians, All Other","Associate's degree",7930,8430,500,4.9302680582234144E-2,1041,21.653333333333336,45037.428571428572]
["21-1011","Substance Abuse and Behavioral Disorder Counselors","Bachelor's degree",10032,11012,980,9.0677614554034794E-2,1277,0,0]
["21-1012","Educational, Guidance, School, and Vocational Counselors","Master's degree",32754,35189,2435,6.6001067434968058E-2,3976,27.918181818181822,58070.696969696968]
["21-1013","Marriage and Family Therapists","Master's degree",10846,12086,1240,0.11092212880672918,1430,24.126470588235296,50182.705882352944]
["21-1014","Mental Health Counselors","Master's degree",16638,18358,1720,0.10208164980998331,2147,0,0]
["21-1015","Rehabilitation Counselors","Master's degree",11702,12482,780,7.0401753622052032E-2,1401,14.19090909090909,29516.454545454544]
["21-1019","Counselors, All Other","Master's degree",1782,1887,105,4.6909471246925773E-2,212,17.900000000000002,37230.727272727272]
["21-1021","Child, Family, and School Social Workers","Bachelor's degree",33058,35228,2170,5.5025698983583345E-2,3852,22.749411764705883,47322]
["21-1022","Healthcare Social Workers","Master's degree",16152,17732,1580,8.9085696365492989E-2,2021,33.536451612903228,69754.161290322576]
["21-1023","Mental Health and Substance Abuse Social Workers","Master's degree",9814,10574,760,7.6843401031890829E-2,1171,24.749285714285712,51478.071428571428]
["21-1029","Social Workers, All Other","Bachelor's degree",10800,11000,200,2.7361939535903372E-2,1129,23.978965517241374,49875.206896551725]
["21-1091","Health Educators","Bachelor's degree",8204,8989,785,9.0806910031173263E-2,1189,25.09695652173912,52199.869565217392]
["21-1092","Probation Officers and Correctional Treatment Specialists","Bachelor's degree",11690,12015,325,2.8867197559326846E-2,1052,15.274117647058821,31771.323529411766]
["21-1093","Social and Human Service Assistants","High school diploma or equivalent",45074,48784,3710,6.8945288026196469E-2,6236,18.927647058823535,39367.323529411762]
["21-1094","Community Health Workers","High school diploma or equivalent",7032,7562,530,6.3451769414339554E-2,980,18.423999999999999,38323.760000000002]
["21-1099","Community and Social Service Specialists, All Other","Bachelor's degree",11222,11852,630,6.7986209020655858E-2,1505,21.781071428571433,45306.892857142855]
["21-2011","Clergy","Bachelor's degree",13132,13637,505,4.3628279144024333E-2,1542,26.745185185185179,55628.444444444445]
["21-2021","Directors, Religious Activities and Education","Bachelor's degree",8878,9173,295,3.3869848614599275E-2,1152,18.611764705882354,38713.23529411765]
["21-2099","Religious Workers, All Other","Bachelor's degree",1518,1563,45,2.7152986746614084E-2,213,13.280000000000001,27628.799999999999]
["23-1011","Lawyers","Doctoral or professional degree",98460,102910,4450,4.1288696784347947E-2,5086,56.143333333333352,116779.9696969697]
["23-1012","Judicial Law Clerks","Doctoral or professional degree",1274,1309,35,2.2906749137831608E-2,69,10.747272727272728,22350.454545454544]
["23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers","Doctoral or professional degree",1380,1355,-25,-2.5631759977503894E-2,52,42.952857142857148,89340.71428571429]
["23-1022","Arbitrators, Mediators, and Conciliators","Bachelor's degree",154,164,10,4.0322580645161289E-2,9,29.245000000000001,60826.5]
["23-1023","Judges, Magistrate Judges, and Magistrates","Doctoral or professional degree",764,749,-15,-5.2076276927245637E-3,27,22.594999999999999,46994.5]
["23-2011","Paralegals and Legal Assistants","Associate's degree",30410,32785,2375,7.5108609410164923E-2,3643,26.67285714285714,55482]
["23-2091","Court Reporters","Postsecondary non-degree award",494,504,10,3.2051282051282055E-2,41,44.516666666666673,92590.333333333328]
["23-2093","Title Examiners, Abstractors, and Searchers","High school diploma or equivalent",5946,6261,315,2.7920470442614143E-2,558,20.630909090909089,42909]
["23-2099","Legal Support Workers, All Other","Associate's degree",6612,6767,155,2.3100072700139414E-2,578,23.005714285714284,47848.857142857145]
["25-1011","Business Teachers, Postsecondary","Doctoral or professional degree",3394,3679,285,8.5123055272015011E-2,323,0,52598.454545454544]
["25-1021","Computer Science Teachers, Postsecondary","Doctoral or professional degree",2380,2505,125,5.7009852878461262E-2,206,0,49184.1]
["25-1022","Mathematical Science Teachers, Postsecondary","Doctoral or professional degree",2642,2772,130,5.5783170051619778E-2,229,0,42715.111111111109]
["25-1031","Architecture Teachers, Postsecondary","Doctoral or professional degree",256,271,15,4.807692307692308E-2,23,0,44751.5]
["25-1032","Engineering Teachers, Postsecondary","Doctoral or professional degree",2170,2320,150,6.8000285571143917E-2,197,0,51560.4]
["25-1042","Biological Science Teachers, Postsecondary","Doctoral or professional degree",4816,5281,465,9.1744230756324971E-2,471,0,61242]
["25-1051","Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary","Doctoral or professional degree",768,813,45,3.8423446798937083E-2,70,0,51238]
["25-1052","Chemistry Teachers, Postsecondary","Doctoral or professional degree",1358,1453,95,6.5967185680511686E-2,123,0,86654.833333333328]
["25-1054","Physics Teachers, Postsecondary","Doctoral or professional degree",960,1010,50,4.028844488286807E-2,84,0,40544.166666666664]
["25-1061","Anthropology and Archeology Teachers, Postsecondary","Doctoral or professional degree",144,154,10,6.9444444444444448E-2,13,0,0]
["25-1062","Area, Ethnic, and Cultural Studies Teachers, Postsecondary","Doctoral or professional degree",1024,1084,60,5.8564704431137628E-2,90,0,33854]
["25-1063","Economics Teachers, Postsecondary","Doctoral or professional degree",914,974,60,6.1744215673961121E-2,80,0,53075.714285714283]
["25-1064","Geography Teachers, Postsecondary","Doctoral or professional degree",134,144,10,7.4626865671641784E-2,12,0,0]
["25-1065","Political Science Teachers, Postsecondary","Doctoral or professional degree",792,847,55,6.4010846823587236E-2,72,0,103872.25]
["25-1066","Psychology Teachers, Postsecondary","Doctoral or professional degree",2568,2763,195,8.9557166159679027E-2,236,0,54390.36363636364]
["25-1067","Sociology Teachers, Postsecondary","Doctoral or professional degree",730,780,50,6.4797410192147034E-2,66,0,81170.399999999994]
["25-1069","Social Sciences Teachers, Postsecondary, All Other","Doctoral or professional degree",1266,1331,65,3.5741950364023271E-2,110,0,13564.6]
["25-1071","Health Specialties Teachers, Postsecondary","Doctoral or professional degree",7486,8426,940,0.11487762347283585,789,0,113674.83333333333]
["25-1072","Nursing Instructors and Teachers, Postsecondary","Doctoral or professional degree",2070,2320,250,0.11106828713688029,215,0,55642.625]
["25-1081","Education Teachers, Postsecondary","Doctoral or professional degree",4164,4424,260,6.4688041656031869E-2,372,0,45551.9]
["25-1111","Criminal Justice and Law Enforcement Teachers, Postsecondary","Doctoral or professional degree",228,248,20,8.771929824561403E-2,20,0,88797.5]
["25-1112","Law Teachers, Postsecondary","Doctoral or professional degree",1650,1775,125,7.2414373981711438E-2,155,0,74054]
["25-1121","Art, Drama, and Music Teachers, Postsecondary","Master's degree",9456,9996,540,6.236041567259655E-2,837,0,51834.230769230766]
["25-1122","Communications Teachers, Postsecondary","Doctoral or professional degree",820,870,50,6.3525616811215019E-2,74,0,34081.199999999997]
["25-1123","English Language and Literature Teachers, Postsecondary","Doctoral or professional degree",3862,4067,205,4.9273150612681366E-2,338,0,33464.272727272728]
["25-1124","Foreign Language and Literature Teachers, Postsecondary","Doctoral or professional degree",3284,3519,235,6.1510155238213994E-2,307,0,34021.199999999997]
["25-1125","History Teachers, Postsecondary","Doctoral or professional degree",1018,1063,45,4.3149015283231874E-2,85,0,56861]
["25-1126","Philosophy and Religion Teachers, Postsecondary","Doctoral or professional degree",2076,2241,165,6.446626914565444E-2,195,0,36197.625]
["25-1191","Graduate Teaching Assistants","Bachelor's degree",26120,27445,1325,4.3338154711416658E-2,2279,0,14077.9]
["25-1193","Recreation and Fitness Studies Teachers, Postsecondary","Doctoral or professional degree",1640,1740,100,5.8584491453441953E-2,148,0,28839.285714285714]
["25-1194","Vocational Education Teachers, Postsecondary","Bachelor's degree",11372,11577,205,1.6929501380931401E-2,897,24.28,50501.107142857145]
["25-1199","Postsecondary Teachers, All Other","Doctoral or professional degree",61058,65478,4420,5.4437631374030314E-2,5647,0,27936.5]
["25-2011","Preschool Teachers, Except Special Education","Associate's degree",56150,59000,2850,3.7984621637327805E-2,6144,15.349374999999998,31928.1875]
["25-2012","Kindergarten Teachers, Except Special Education","Bachelor's degree",16848,17618,770,4.002087431907031E-2,1827,0,66257.933333333334]
["25-2021","Elementary School Teachers, Except Special Education","Bachelor's degree",154670,161245,6575,3.6602751859581201E-2,12419,0,76084.470588235301]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education","Bachelor's degree",45704,47664,1960,4.0129242042962504E-2,3676,0,68290.28]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education","Bachelor's degree",106008,110328,4320,3.9015412124008768E-2,8236,0,73701.633333333331]
["25-2032","Career/Technical Education Teachers, Secondary School","Bachelor's degree",2934,3044,110,3.4644746903811967E-2,226,0,52034.25]
["25-2051","Special Education Teachers, Preschool","Bachelor's degree",824,859,35,4.2322040734018948E-2,68,0,23077.4]
["25-2052","Special Education Teachers, Kindergarten and Elementary School","Bachelor's degree",16652,17307,655,2.5811951954988959E-2,1317,0,73668.444444444438]
["25-2053","Special Education Teachers, Middle School","Bachelor's degree",6482,6737,255,4.1476076235100495E-2,506,0,60696.222222222219]
["25-2054","Special Education Teachers, Secondary School","Bachelor's degree",9250,9625,375,4.441594658636791E-2,735,0,70523.5625]
["25-2059","Special Education Teachers, All Other","Bachelor's degree",2436,2551,115,4.2851115772967054E-2,196,0,66159.28571428571]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors","Bachelor's degree",4926,4816,-110,-2.4306720765208838E-2,499,17.412857142857142,36217.357142857145]
["25-3021","Self-Enrichment Education Teachers","High school diploma or equivalent",34458,37478,3020,8.7694463714590914E-2,4508,18.824666666666666,39152.133333333331]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers","Bachelor's degree",58850,63700,4850,7.974015853518332E-2,7616,0,37396.821428571428]
["25-3098","Substitute Teachers","Bachelor's degree",118826,124266,5440,4.2124111134278414E-2,14239,18.127241379310341,37704.034482758623]
["25-4011","Archivists","Master's degree",342,397,55,0.16081871345029239,48,20.399999999999999,42426]
["25-4012","Curators","Master's degree",698,768,70,8.5691924354715052E-2,90,32.25,67075]
["25-4013","Museum Technicians and Conservators","Bachelor's degree",1316,1456,140,9.3908588452338196E-2,167,17.252500000000001,35884]
["25-4021","Librarians","Master's degree",9880,10355,475,4.7600571434886101E-2,1027,29.216071428571428,60771.035714285717]
["25-4031","Library Technicians","Postsecondary non-degree award",10716,11181,465,4.0000911722085204E-2,1516,20.122499999999999,41858.25]
["25-9011","Audio-Visual and Multimedia Collections Specialists","Bachelor's degree",1336,1401,65,4.9798197210284154E-2,138,20.927142857142858,43527.428571428572]
["25-9031","Instructional Coordinators","Master's degree",19972,21127,1155,7.3293868622993877E-2,2060,36.241290322580653,75380.387096774197]
["25-9041","Teacher Assistants","Some college, no degree",160154,167164,7010,3.9158639029435338E-2,17921,0,33075.058823529413]
["25-9099","Education, Training, and Library Workers, All Other","Bachelor's degree",20172,21277,1105,5.7065584149477162E-2,2059,21.164400000000004,44024.24]
["27-1011","Art Directors","Bachelor's degree",15486,16126,640,4.7963552166826566E-2,1368,35.373125000000002,73574.5]
["27-1012","Craft Artists","No formal educational credential",488,508,20,5.4058844381425025E-2,43,0,0]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators","Bachelor's degree",7126,7691,565,0.10458367349840986,690,14.463636363636363,30086.454545454544]
["27-1014","Multimedia Artists and Animators","Bachelor's degree",26440,27865,1425,5.1387470968069233E-2,2414,31.853846153846156,66257.769230769234]
["27-1019","Artists and Related Workers, All Other","No formal educational credential",906,971,65,9.131168389009052E-2,86,17.939999999999998,37316.833333333336]
["27-1021","Commercial and Industrial Designers","Bachelor's degree",4366,4481,115,3.4417928772991081E-2,428,33.736999999999995,70175.899999999994]
["27-1022","Fashion Designers","Bachelor's degree",7268,7438,170,5.5310477306811323E-2,707,32.274999999999999,67125.666666666672]
["27-1023","Floral Designers","High school diploma or equivalent",4182,4187,5,-1.7218879275499744E-2,387,15.543157894736842,32333.57894736842]
["27-1024","Graphic Designers","Bachelor's degree",35970,37270,1300,2.8025366457727879E-2,3630,23.273214285714282,48405.892857142855]
["27-1025","Interior Designers","Bachelor's degree",8724,9134,410,5.1760567516519952E-2,901,22.893571428571427,47614.571428571428]
["27-1026","Merchandise Displayers and Window Trimmers","High school diploma or equivalent",10010,10160,150,1.4057880652689267E-2,954,14.316842105263158,29779.42105263158]
["27-1027","Set and Exhibit Designers","Bachelor's degree",3574,3709,135,4.8062406783399146E-2,364,23.909999999999997,49725.599999999999]
["27-1029","Designers, All Other","Bachelor's degree",1972,2077,105,6.8257702780532517E-2,209,38.646666666666668,80377.666666666672]
["27-2011","Actors","Some college, no degree",824,859,35,1.6313526792568755E-3,91,17.86,0]
["27-2012","Producers and Directors","Bachelor's degree",32966,35131,2165,9.1862438252502301E-2,3402,29.140714285714292,60612]
["27-2022","Coaches and Scouts","Bachelor's degree",35870,38545,2675,8.4844163475654016E-2,5454,0,33325.407407407409]
["27-2023","Umpires, Referees, and Other Sports Officials","High school diploma or equivalent",1540,1590,50,1.8739145682046258E-2,213,0,18613.5]
["27-2031","Dancers","No formal educational credential",1024,1059,35,3.2987295162919317E-2,145,5.2066666666666661,0]
["27-2032","Choreographers","High school diploma or equivalent",172,177,5,2.9069767441860465E-2,24,15.17,31551]
["27-2041","Music Directors and Composers","Bachelor's degree",4890,5015,125,2.2293400604160268E-2,490,20.617222222222225,42883.277777777781]
["27-2042","Musicians and Singers","No formal educational credential",14142,14597,455,3.0652631750372392E-2,1454,25.277142857142856,0]
["27-2099","Entertainers and Performers, Sports and Related Workers, All Other","No formal educational credential",7998,8393,395,4.5332708488052854E-2,952,6.91,0]
["27-3011","Radio and Television Announcers","Bachelor's degree",3234,3244,10,-1.8237853299463848E-2,308,18.095714285714287,37640.571428571428]
["27-3012","Public Address System and Other Announcers","High school diploma or equivalent",912,942,30,1.9346744264507422E-2,94,9.9459999999999997,20685]
["27-3022","Reporters and Correspondents","Bachelor's degree",3278,3348,70,-2.2173632093419961E-2,339,21.802222222222223,45344.111111111109]
["27-3031","Public Relations Specialists","Bachelor's degree",25854,27239,1385,6.4177162396964887E-2,2824,29.721428571428568,61820.142857142855]
["27-3041","Editors","Bachelor's degree",13324,13684,360,-2.9930209248038148E-2,1381,28.642380952380947,59571.714285714283]
["27-3042","Technical Writers","Bachelor's degree",6614,7174,560,0.10763336611004257,750,34.998666666666665,72794.266666666663]
["27-3043","Writers and Authors","Bachelor's degree",22684,23844,1160,3.4636506804541327E-2,2227,23.025499999999997,47890.9]
["27-3091","Interpreters and Translators","Bachelor's degree",9478,10323,845,6.5686066338024998E-2,1049,21.945238095238096,45646.095238095237]
["27-3099","Media and Communication Workers, All Other","High school diploma or equivalent",11710,12135,425,5.5522584245826179E-2,1142,23.855714285714281,49620.142857142855]
["27-4011","Audio and Video Equipment Technicians","Postsecondary non-degree award",17238,18483,1245,7.0696630832344745E-2,1864,19.422666666666668,40400.666666666664]
["27-4012","Broadcast Technicians","Associate's degree",4026,4216,190,3.5939371773056471E-2,414,19.906666666666666,41407.5]
["27-4014","Sound Engineering Technicians","Postsecondary non-degree award",5144,5354,210,8.3581871457812401E-2,517,29.237500000000001,60816.25]
["27-4021","Photographers","High school diploma or equivalent",19730,19455,-275,-0.1038796947545032,1462,13.293913043478257,27650.739130434784]
["27-4031","Camera Operators, Television, Video, and Motion Picture","Bachelor's degree",7578,7823,245,7.771504992139168E-3,765,31.925000000000001,66411.5]
["27-4032","Film and Video Editors","Bachelor's degree",15410,16185,775,5.3375513337184821E-2,1626,22.679999999999996,47171.666666666664]
["27-4099","Media and Communication Equipment Workers, All Other","High school diploma or equivalent",9098,9368,270,2.7640776892159932E-2,882,29.50714285714286,61373.428571428572]
["29-1011","Chiropractors","Doctoral or professional degree",3328,3523,195,5.9714162003205638E-2,124,33.795833333333334,70294.916666666672]
["29-1021","Dentists, General","Doctoral or professional degree",19010,20460,1450,7.4982053490077E-2,809,62.971724137931048,130982.31034482758]
["29-1023","Orthodontists","Doctoral or professional degree",402,432,30,7.4626865671641784E-2,17,57.53,119653]
["29-1031","Dietitians and Nutritionists","Bachelor's degree",8808,9603,795,7.9035890515429613E-2,716,34.326666666666668,71398.866666666669]
["29-1041","Optometrists","Doctoral or professional degree",4080,4430,350,9.1966786108586523E-2,200,53.012499999999996,110259.4375]
["29-1051","Pharmacists","Doctoral or professional degree",29004,30189,1185,3.5920361568683265E-2,1501,70.551562500000003,146749.09375]
["29-1061","Anesthesiologists","Doctoral or professional degree",560,585,25,4.4642857142857144E-2,18,0,0]
["29-1062","Family and General Practitioners","Doctoral or professional degree",16116,17006,890,6.8668572212008061E-2,606,46.173225806451605,96039.709677419349]
["29-1063","Internists, General","Doctoral or professional degree",2680,2830,150,5.9211004047692688E-2,102,68.285714285714292,142030.57142857142]
["29-1064","Obstetricians and Gynecologists","Doctoral or professional degree",1366,1456,90,8.9522987428328052E-2,54,39.452500000000001,82055]
["29-1065","Pediatricians, General","Doctoral or professional degree",2862,3042,180,7.4495574543315263E-2,112,43.655999999999992,90804.1]
["29-1066","Psychiatrists","Doctoral or professional degree",2570,2670,100,4.1134155645004805E-2,88,0,0]
["29-1067","Surgeons","Doctoral or professional degree",4396,4586,190,2.6308883063330277E-2,153,21.87,45492]
["29-1069","Physicians and Surgeons, All Other","Doctoral or professional degree",26712,27917,1205,4.3564929418510583E-2,947,36.415769230769229,75743.346153846156]
["29-1071","Physician Assistants","Master's degree",10188,11908,1720,0.18838794145781387,933,55.641212121212128,115731.75757575757]
["29-1081","Podiatrists","Doctoral or professional degree",386,401,15,2.717391304347826E-2,22,11.55,24026]
["29-1122","Occupational Therapists","Master's degree",11134,12344,1210,0.12338442237797982,813,46.162083333333335,96014.125]
["29-1123","Physical Therapists","Doctoral or professional degree",22920,25945,3025,0.1383302068417627,1594,46.265294117647066,96230.529411764699]
["29-1124","Radiation Therapists","Associate's degree",672,702,30,5.1515809851711523E-2,38,45.192,94001.8]
["29-1125","Recreational Therapists","Bachelor's degree",1224,1284,60,3.9215987388731326E-2,82,32.059999999999995,66684.800000000003]
["29-1126","Respiratory Therapists","Associate's degree",17336,19576,2240,0.14699506011073013,1308,35.99074074074074,74863.925925925927]
["29-1127","Speech-Language Pathologists","Master's degree",12280,13255,975,6.356325104176351E-2,828,44.234333333333325,92011.199999999997]
["29-1128","Exercise Physiologists","Bachelor's degree",182,187,5,1.7605633802816902E-2,11,18.085000000000001,37618]
["29-1129","Therapists, All Other","Bachelor's degree",1714,1924,210,0.11440469686533755,137,13.006666666666668,27052]
["29-1131","Veterinarians","Doctoral or professional degree",7298,8018,720,0.11506340662935854,415,51.148846153846158,106389.34615384616]
["29-1141","Registered Nurses","Bachelor's degree",289650,313425,23775,8.4186224896113465E-2,20061,47.351515151515152,98488.42424242424]
["29-1151","Nurse Anesthetists","Master's degree",832,937,105,0.12287074393714986,64,72.835000000000008,151495.25]
["29-1161","Nurse Midwives","Master's degree",146,161,15,0.10273972602739725,10,65.540000000000006,136327]
["29-1171","Nurse Practitioners","Master's degree",13922,16202,2280,0.17827386138349319,1191,58.670937500000008,122033.90625]
["29-1181","Audiologists","Doctoral or professional degree",186,201,15,8.5390355912743965E-2,13,49.704999999999998,103390]
["29-1199","Health Diagnosing and Treating Practitioners, All Other","Master's degree",5216,5681,465,8.4919782924172099E-2,369,33.137272727272723,68920.818181818177]
["29-2011","Medical and Clinical Laboratory Technologists","Bachelor's degree",11826,12691,865,6.2301241069463636E-2,919,0,0]
["29-2012","Medical and Clinical Laboratory Technicians","Associate's degree",18906,20471,1565,8.9090412696559027E-2,1510,0,0]
["29-2021","Dental Hygienists","Associate's degree",22214,23849,1635,8.0758277594393579E-2,1687,47.527142857142856,98855.178571428565]
["29-2031","Cardiovascular Technologists and Technicians","Associate's degree",4138,4408,270,7.229100230017052E-2,273,34.488947368421044,71734.210526315786]
["29-2032","Diagnostic Medical Sonographers","Associate's degree",5756,6521,765,0.13719613799632283,469,41.589130434782597,86502.34782608696]
["29-2033","Nuclear Medicine Technologists","Associate's degree",1100,1175,75,7.5078721475115517E-2,70,53.794999999999995,111896.16666666667]
["29-2034","Radiologic Technologists","Associate's degree",18636,20076,1440,8.5525826611670394E-2,1277,38.225161290322582,79506.483870967742]
["29-2035","Magnetic Resonance Imaging Technologists","Associate's degree",2914,3224,310,0.10784720079425854,219,41.985000000000007,87328.416666666672]
["29-2041","Emergency Medical Technicians and Paramedics","Postsecondary non-degree award",17924,19709,1785,7.3769823663486153E-2,1473,16.28409090909091,33871.36363636364]
["29-2051","Dietetic Technicians","Associate's degree",3858,4103,245,4.4782561968179035E-2,352,14.008421052631581,29137.526315789473]
["29-2052","Pharmacy Technicians","High school diploma or equivalent",35612,38117,2505,6.4637579069173431E-2,3346,18.86117647058823,39228.117647058825]
["29-2053","Psychiatric Technicians","Postsecondary non-degree award",7118,7413,295,6.132867406472136E-2,618,16.342222222222226,33991.222222222219]
["29-2054","Respiratory Therapy Technicians","Associate's degree",214,149,-65,-0.30373831775700932,0,30.7,63853]
["29-2055","Surgical Technologists","Postsecondary non-degree award",10282,11112,830,8.3501777546115014E-2,990,25.917500000000008,53907.571428571428]
["29-2056","Veterinary Technologists and Technicians","Associate's degree",8432,9287,855,0.11693230354004892,859,17.456799999999998,36306.68]
["29-2057","Ophthalmic Medical Technicians","Postsecondary non-degree award",2042,2222,180,0.10234420571535283,201,18.254444444444445,37965]
["29-2061","Licensed Practical and Licensed Vocational Nurses","Postsecondary non-degree award",69398,74993,5595,6.9569205459594566E-2,6212,26.59424242424242,55312.63636363636]
["29-2071","Medical Records and Health Information Technicians","Postsecondary non-degree award",21604,23314,1710,8.4308410749546564E-2,1677,21.586562500000003,44900.84375]
["29-2081","Opticians, Dispensing","High school diploma or equivalent",8370,9020,650,7.1290004903953305E-2,743,19.700434782608696,40978.565217391304]
["29-2091","Orthotists and Prosthetists","Master's degree",10,10,0,0,0,0,0]
["29-2099","Health Technologists and Technicians, All Other","Postsecondary non-degree award",12976,14441,1465,0.11480899794508154,1132,21.622272727272726,44975.909090909088]
["29-9011","Occupational Health and Safety Specialists","Bachelor's degree",6652,6982,330,6.2804071348004434E-2,406,35.143181818181809,73097.636363636368]
["29-9012","Occupational Health and Safety Technicians","High school diploma or equivalent",1046,1136,90,8.0513003152791335E-2,69,25.077500000000001,52160.875]
["29-9091","Athletic Trainers","Bachelor's degree",1244,1404,160,0.12632122786575092,97,0,54178.142857142855]
["29-9092","Genetic Counselors","Master's degree",344,404,60,0.1744186046511628,30,40.75,84751]
["29-9099","Healthcare Practitioners and Technical Workers, All Other","Postsecondary non-degree award",4262,4542,280,6.1558118351923256E-2,276,27.661999999999995,57535.73333333333]
["31-1011","Home Health Aides","High school diploma or equivalent",27880,32855,4975,0.1982718522671732,4426,13.728500000000002,28555.599999999999]
["31-1013","Psychiatric Aides","High school diploma or equivalent",1338,1408,70,3.6665072533078269E-2,170,10.333333333333334,21494.666666666668]
["31-1014","Nursing Assistants","Postsecondary non-degree award",104950,112825,7875,6.8219403977972895E-2,13787,15.852812499999999,32974.21875]
["31-1015","Orderlies","High school diploma or equivalent",4328,4573,245,6.2788048309029898E-2,548,18.520769230769229,38526.384615384617]
["31-2011","Occupational Therapy Assistants","Associate's degree",1670,1895,225,0.13048647929915827,265,33.458333333333336,69599.666666666672]
["31-2021","Physical Therapist Assistants","Associate's degree",5102,5832,730,0.1339675808311144,793,29.608571428571416,61585.285714285717]
["31-2022","Physical Therapist Aides","High school diploma or equivalent",6710,7710,1000,0.15843148165473833,1056,14.153333333333334,29437.814814814814]
["31-9011","Massage Therapists","Postsecondary non-degree award",21956,24671,2715,0.11047014233097578,2930,21.543999999999997,44805.133333333331]
["31-9091","Dental Assistants","Postsecondary non-degree award",50742,54572,3830,8.0697554938817584E-2,6512,19.476176470588236,40510.5]
["31-9092","Medical Assistants","Postsecondary non-degree award",90310,102610,12300,0.14122111633518153,12747,17.275882352941178,35929.852941176468]
["31-9093","Medical Equipment Preparers","High school diploma or equivalent",6788,7308,520,9.5411386233223205E-2,965,21.713913043478264,45165.65217391304]
["31-9094","Medical Transcriptionists","Postsecondary non-degree award",3172,3002,-170,-6.1909141433337277E-2,325,20.696666666666665,43049.599999999999]
["31-9095","Pharmacy Aides","High school diploma or equivalent",9270,9120,-150,-2.176419309167504E-2,1199,15.281904761904762,31786.666666666668]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers","High school diploma or equivalent",12018,13213,1195,0.10664003407788432,2163,13.612592592592591,28312.444444444445]
["31-9097","Phlebotomists","Postsecondary non-degree award",13386,15026,1640,0.10542162860634008,1778,19.953666666666667,41504.23333333333]
["31-9099","Healthcare Support Workers, All Other","High school diploma or equivalent",12996,13711,715,6.0509742650935013E-2,1782,20.765714285714285,43192.321428571428]
["33-1011","First-Line Supervisors of Correctional Officers","High school diploma or equivalent",4300,4225,-75,-2.4076019759608023E-2,266,19.511764705882356,40584.823529411762]
["33-1012","First-Line Supervisors of Police and Detectives","High school diploma or equivalent",3494,3579,85,4.1805316702457303E-2,219,67.817599999999999,141059]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers","Postsecondary non-degree award",1814,1849,35,1.1711049464162819E-2,126,40.314705882352939,83853.941176470587]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other","High school diploma or equivalent",8538,8958,420,4.6333111111988588E-2,920,27.277272727272724,56734.772727272728]
["33-2011","Firefighters","Postsecondary non-degree award",30250,31025,775,2.6144540834847838E-2,2145,29.751764705882355,61881.323529411762]
["33-2021","Fire Inspectors and Investigators","Postsecondary non-degree award",324,334,10,1.893939393939394E-2,36,46.774999999999999,97286]
["33-3011","Bailiffs","High school diploma or equivalent",40,40,0,0,4,0,0]
["33-3012","Correctional Officers and Jailers","High school diploma or equivalent",35974,35334,-640,-3.4959084261932234E-2,2732,14.245312500000002,29629.28125]
["33-3021","Detectives and Criminal Investigators","High school diploma or equivalent",12374,12559,185,2.2210175214665812E-2,806,45.410476190476174,94455.809523809527]
["33-3031","Fish and Game Wardens","Bachelor's degree",10,10,0,0,0,0,0]
["33-3041","Parking Enforcement Workers","High school diploma or equivalent",1246,1011,-235,-0.19669642365634318,51,25.173333333333332,52361.833333333336]
["33-3051","Police and Sheriff's Patrol Officers","High school diploma or equivalent",70804,72614,1810,2.6852212577403733E-2,4897,44.736176470588227,93049.76470588235]
["33-3052","Transit and Railroad Police","High school diploma or equivalent",228,223,-5,-2.1186440677966101E-2,13,0,0]
["33-9011","Animal Control Workers","High school diploma or equivalent",1224,1284,60,4.1254174988690225E-2,141,18.702727272727273,38898.454545454544]
["33-9021","Private Detectives and Investigators","High school diploma or equivalent",1676,1741,65,4.6340216948669348E-2,173,24.365714285714287,50681.285714285717]
["33-9031","Gaming Surveillance Officers and Gaming Investigators","High school diploma or equivalent",706,771,65,6.3293741145517099E-2,108,12.784999999999998,26594.75]
["33-9032","Security Guards","High school diploma or equivalent",149842,158647,8805,2.8859476241696203E-2,21904,13.76969696969697,28639.666666666668]
["33-9091","Crossing Guards","No formal educational credential",5680,5880,200,3.9726560207945433E-2,1075,13.842222222222222,28791]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers","No formal educational credential",16082,16762,680,3.7045880513168289E-2,4154,11.929999999999998,24811.807692307691]
["33-9093","Transportation Security Screeners","High school diploma or equivalent",4834,4944,110,1.0402572732669754E-2,454,20.771111111111111,43206.444444444445]
["33-9099","Protective Service Workers, All Other","High school diploma or equivalent",19286,20101,815,4.270903839450306E-2,4984,18.021515151515153,37484.666666666664]
["35-1011","Chefs and Head Cooks","High school diploma or equivalent",19978,21673,1695,8.2303867893906438E-2,2922,24.785,51552.538461538461]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers","High school diploma or equivalent",99950,108350,8400,7.2280294351952379E-2,16404,15.877352941176472,33024.323529411762]
["35-2011","Cooks, Fast Food","No formal educational credential",104262,105442,1180,-1.298860042914747E-3,14777,11.49878787878788,23919.303030303032]
["35-2012","Cooks, Institution and Cafeteria","No formal educational credential",30372,32452,2080,4.9133120460304623E-2,4794,15.92911764705882,33133.823529411762]
["35-2013","Cooks, Private Household","Postsecondary non-degree award",1068,1113,45,2.9113117938724339E-2,160,1.939090909090909,4035]
["35-2014","Cooks, Restaurant","No formal educational credential",140938,154933,13995,8.6191138186281505E-2,23491,13.877352941176474,28863.823529411766]
["35-2015","Cooks, Short Order","No formal educational credential",19340,19915,575,3.9729093118425464E-2,2835,12.503181818181817,26006.136363636364]
["35-2019","Cooks, All Other","No formal educational credential",2472,2627,155,4.9054052834508262E-2,387,16.646250000000002,34623.125]
["35-2021","Food Preparation Workers","No formal educational credential",115052,123207,8155,5.8235205963410377E-2,21614,12.372352941176469,25735.029411764706]
["35-3011","Bartenders","No formal educational credential",59256,63246,3990,5.122996370225108E-2,10841,12.946666666666664,26931.666666666668]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food","No formal educational credential",395670,442020,46350,0.10482490192894153,85981,11.608529411764707,24145.235294117647]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop","No formal educational credential",49242,52272,3030,5.7595263333029285E-2,11548,12.072592592592594,25109.592592592591]
["35-3031","Waiters and Waitresses","No formal educational credential",292088,314283,22195,6.4992925661891993E-2,61676,12.526176470588235,26054.205882352941]
["35-3041","Food Servers, Nonrestaurant","No formal educational credential",24914,26524,1610,8.4886586544534612E-2,4093,11.966399999999998,24888.400000000001]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers","No formal educational credential",74484,80144,5660,6.2839655902801689E-2,14228,11.647499999999999,24229.65625]
["35-9021","Dishwashers","No formal educational credential",89288,94608,5320,4.7419909999311061E-2,15272,11.603823529411763,24137.294117647059]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop","No formal educational credential",49612,53392,3780,6.1974604022952372E-2,12406,11.566896551724138,24056.827586206895]
["35-9099","Food Preparation and Serving Related Workers, All Other","No formal educational credential",5510,5810,300,-4.4224962002001773E-3,1017,10.881538461538462,22635.076923076922]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers","High school diploma or equivalent",25710,27310,1600,6.2091756363571241E-2,3279,21.152352941176474,43996.588235294119]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers","High school diploma or equivalent",19958,21153,1195,6.2222145057923214E-2,2157,24.994242424242422,51986.727272727272]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners","No formal educational credential",243052,256607,13555,5.5672742783792195E-2,34872,14.329999999999998,29805.617647058825]
["37-2012","Maids and Housekeeping Cleaners","No formal educational credential",134682,143387,8705,7.2092023946929693E-2,19922,12.593823529411766,26195.411764705881]
["37-2021","Pest Control Workers","High school diploma or equivalent",10222,10702,480,4.7433682224808732E-2,1504,17.877333333333333,37184.433333333334]
["37-3011","Landscaping and Groundskeeping Workers","No formal educational credential",140624,149084,8460,5.7343461776384053E-2,18901,14.932647058823528,31058.117647058825]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation","High school diploma or equivalent",2918,3013,95,3.3567215510402267E-2,371,13.618888888888888,28327.555555555555]
["37-3013","Tree Trimmers and Pruners","High school diploma or equivalent",4030,4255,225,6.1408750954584847E-2,540,23.202000000000002,48254.400000000001]
["37-3019","Grounds Maintenance Workers, All Other","No formal educational credential",700,725,25,1.953125E-2,89,8.9149999999999991,18535.5]
["39-1011","Gaming Supervisors","High school diploma or equivalent",2388,2558,170,7.5193744864966994E-2,418,0,0]
["39-1012","Slot Supervisors","High school diploma or equivalent",1392,1497,105,9.0099294644749195E-2,246,0,0]
["39-1021","First-Line Supervisors of Personal Service Workers","High school diploma or equivalent",29272,31652,2380,7.9833935421849828E-2,3326,19.927741935483869,41446.93548387097]
["39-2011","Animal Trainers","High school diploma or equivalent",4700,5025,325,6.6397293835668947E-2,601,14.139166666666666,29412.416666666668]
["39-2021","Nonfarm Animal Caretakers","High school diploma or equivalent",25802,28357,2555,0.10700576748517714,4573,12.859032258064516,26747.645161290322]
["39-3011","Gaming Dealers","High school diploma or equivalent",14204,15289,1085,7.0728177980184381E-2,2406,11.211818181818181,23318.636363636364]
["39-3019","Gaming Service Workers, All Other","High school diploma or equivalent",490,565,75,0.21957614157745248,94,5.94,12359]
["39-3031","Ushers, Lobby Attendants, and Ticket Takers","No formal educational credential",14488,15233,745,6.5146592348243423E-2,3774,11.206666666666667,23307.722222222223]
["39-3091","Amusement and Recreation Attendants","No formal educational credential",47124,49984,2860,6.0646853828466983E-2,11527,11.794999999999996,24535.6875]
["39-3092","Costume Attendants","High school diploma or equivalent",980,1005,25,2.5510204081632654E-2,228,22.06,45887]
["39-3093","Locker Room, Coatroom, and Dressing Room Attendants","High school diploma or equivalent",2290,2415,125,5.638831027918717E-2,556,13.144285714285715,27343.571428571428]
["39-3099","Entertainment Attendants and Related Workers, All Other","High school diploma or equivalent",330,355,25,8.0578024126411227E-2,82,18.190000000000001,37825.333333333336]
["39-4021","Funeral Attendants","High school diploma or equivalent",1804,1839,35,2.6210011181100761E-2,280,14.202222222222222,29538.333333333332]
["39-4031","Morticians, Undertakers, and Funeral Directors","Associate's degree",1040,1065,25,1.8499928004655414E-2,133,22.997499999999999,47833.25]
["39-5011","Barbers","Postsecondary non-degree award",4798,5168,370,7.0330107538630518E-2,526,5.5333333333333332,11509]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists","Postsecondary non-degree award",47400,51325,3925,7.8676629845649645E-2,6583,12.057499999999999,25080.25]
["39-5091","Makeup Artists, Theatrical and Performance","Postsecondary non-degree award",2326,2391,65,2.7944969905417026E-2,275,33.35,69370]
["39-5092","Manicurists and Pedicurists","Postsecondary non-degree award",27886,30176,2290,7.9785992033432576E-2,3709,12.002666666666663,24965.266666666666]
["39-5093","Shampooers","No formal educational credential",562,617,55,5.37109375E-2,77,12.45,25900.5]
["39-5094","Skincare Specialists","Postsecondary non-degree award",7378,7948,570,8.3463470766020689E-2,970,14.895000000000001,30978.416666666668]
["39-6011","Baggage Porters and Bellhops","High school diploma or equivalent",5444,5854,410,7.1062891099100037E-2,852,12.652727272727271,26319.545454545456]
["39-6012","Concierges","High school diploma or equivalent",3010,3210,200,8.8774421343191107E-2,463,16.82090909090909,34983.181818181816]
["39-7011","Tour Guides and Escorts","High school diploma or equivalent",5008,5253,245,3.8723494878143042E-2,927,0,0]
["39-7012","Travel Guides","High school diploma or equivalent",132,137,5,3.787878787878788E-2,23,0,0]
["39-9011","Childcare Workers","High school diploma or equivalent",103674,108184,4510,4.3580015568462062E-2,16172,12.896774193548385,26823.322580645163]
["39-9021","Personal Care Aides","High school diploma or equivalent",624886,731726,106840,0.16590907134213156,117766,11.779117647058825,24499.205882352941]
["39-9031","Fitness Trainers and Aerobics Instructors","High school diploma or equivalent",35600,37800,2200,7.2368093695532043E-2,6544,22.938333333333333,47714.1]
["39-9032","Recreation Workers","High school diploma or equivalent",53826,55741,1915,2.9351964478090235E-2,9480,12.375757575757577,25741.545454545456]
["39-9041","Residential Advisors","High school diploma or equivalent",7140,7615,475,4.6377103296983205E-2,1323,15.059000000000001,31323.9]
["39-9099","Personal Care and Service Workers, All Other","High school diploma or equivalent",3472,3677,205,4.2989173827382585E-2,558,13.595000000000001,28284.375]
["41-1011","First-Line Supervisors of Retail Sales Workers","High school diploma or equivalent",152106,156471,4365,3.3420256348326592E-2,16996,19.476470588235301,40511.852941176468]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers","High school diploma or equivalent",44310,46060,1750,5.0611476561921366E-2,4386,29.330937500000001,61007.65625]
["41-2011","Cashiers","No formal educational credential",406208,410778,4570,6.2513630219788998E-3,76778,11.810294117647059,24563.264705882353]
["41-2012","Gaming Change Persons and Booth Cashiers","No formal educational credential",1226,1266,40,4.2429177256530143E-2,242,6.43,13372.75]
["41-2021","Counter and Rental Clerks","No formal educational credential",87654,91089,3435,4.1090465812941797E-2,11986,14.14,29412.117647058825]
["41-2022","Parts Salespersons","No formal educational credential",25622,26377,755,3.0977937864391292E-2,3341,15.264062499999998,31747.78125]
["41-2031","Retail Salespersons","No formal educational credential",448576,456266,7690,2.8792662247903028E-2,66196,12.508235294117647,26017.941176470587]
["41-3011","Advertising Sales Agents","High school diploma or equivalent",14990,15065,75,-1.6271942240658137E-2,1868,22.369545454545456,46530.318181818184]
["41-3021","Insurance Sales Agents","High school diploma or equivalent",44894,46154,1260,6.7453197072731647E-2,4556,26.613103448275869,55356.896551724138]
["41-3031","Securities, Commodities, and Financial Services Sales Agents","Bachelor's degree",48096,48411,315,1.2242597927923938E-2,4506,22.901379310344826,47633.65517241379]
["41-3041","Travel Agents","High school diploma or equivalent",9326,8716,-610,-6.6099764488649404E-2,897,18.206666666666667,37866]
["41-3099","Sales Representatives, Services, All Other","High school diploma or equivalent",126898,136043,9145,7.1904541689203946E-2,17445,23.820000000000004,49544.852941176468]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Bachelor's degree",44412,46892,2480,5.9070207354121988E-2,5082,34.438064516129039,71627.806451612909]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products","High school diploma or equivalent",139460,145135,5675,6.2469115953114787E-2,15410,27.856060606060606,57940.333333333336]
["41-9011","Demonstrators and Product Promoters","No formal educational credential",17576,18691,1115,6.0050325866174772E-2,3290,14.606999999999999,30384.799999999999]
["41-9012","Models","No formal educational credential",314,349,35,0.11146496815286625,64,0,0]
["41-9021","Real Estate Brokers","High school diploma or equivalent",13630,14730,1100,8.6307139595758461E-2,1505,15.08217391304348,31370.695652173912]
["41-9022","Real Estate Sales Agents","High school diploma or equivalent",28898,30943,2045,5.8685079999777318E-2,3120,19.022727272727277,39568.696969696968]
["41-9031","Sales Engineers","Bachelor's degree",10906,11596,690,5.5955447309635767E-2,1269,48.618571428571435,101128.5]
["41-9041","Telemarketers","No formal educational credential",11828,11698,-130,3.9396538427296554E-2,1783,13.789333333333333,28682.733333333334]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers","No formal educational credential",12436,13001,565,3.5478301248925204E-2,1451,4.5027777777777773,9364.5]
["41-9099","Sales and Related Workers, All Other","High school diploma or equivalent",16724,18109,1385,8.8152990220389457E-2,2543,18.101785714285715,37654.178571428572]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers","High school diploma or equivalent",174568,180088,5520,3.9203040267695222E-2,18273,26.931470588235292,56015.117647058825]
["43-2011","Switchboard Operators, Including Answering Service","High school diploma or equivalent",11160,10110,-1050,-8.2039698845904729E-2,1154,14.256666666666669,29651.925925925927]
["43-2021","Telephone Operators","High school diploma or equivalent",114,99,-15,-0.13157894736842105,11,18.04,37504]
["43-3011","Bill and Account Collectors","High school diploma or equivalent",35312,35092,-220,1.5158705388898162E-2,3594,18.548787878787884,38582]
["43-3021","Billing and Posting Clerks","High school diploma or equivalent",59618,63963,4345,8.2702802505466758E-2,6955,19.610000000000003,40787.117647058825]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks","Some college, no degree",199922,201002,1080,1.1072621471288886E-2,22272,20.983529411764707,43646.23529411765]
["43-3041","Gaming Cage Workers","High school diploma or equivalent",3310,3460,150,5.2894487830903815E-2,551,12.76,26543.5]
["43-3051","Payroll and Timekeeping Clerks","High school diploma or equivalent",26288,26558,270,1.5215057218590174E-2,2649,23.020294117647062,47879.970588235294]
["43-3061","Procurement Clerks","High school diploma or equivalent",7642,7597,-45,-9.4480335148164687E-3,806,22.008333333333336,45775.375]
["43-3071","Tellers","High school diploma or equivalent",42570,39870,-2700,-6.722163213651422E-2,4186,14.410882352941178,29971.676470588234]
["43-3099","Financial Clerks, All Other","High school diploma or equivalent",6116,6431,315,3.781142524543725E-2,715,15.765384615384617,32789.692307692305]
["43-4011","Brokerage Clerks","High school diploma or equivalent",5388,5508,120,1.7363535453369598E-2,579,27.810769230769235,57848.692307692305]
["43-4021","Correspondence Clerks","High school diploma or equivalent",132,137,5,3.787878787878788E-2,16,20.100000000000001,41814]
["43-4031","Court, Municipal, and License Clerks","High school diploma or equivalent",9208,9278,70,2.052103240883001E-2,795,19.665714285714284,40905.714285714283]
["43-4041","Credit Authorizers, Checkers, and Clerks","High school diploma or equivalent",2442,2372,-70,-1.8900477046599223E-2,223,20.15111111111111,41912.666666666664]
["43-4051","Customer Service Representatives","High school diploma or equivalent",206880,213580,6700,4.7154981450464713E-2,27941,17.49969696969697,36399.484848484848]
["43-4061","Eligibility Interviewers, Government Programs","High school diploma or equivalent",25200,25750,550,3.4368518008827703E-2,2323,23.227096774193548,48312.903225806454]
["43-4071","File Clerks","High school diploma or equivalent",17754,16964,-790,-4.0741480118085871E-2,1946,14.103666666666665,29336.133333333335]
["43-4081","Hotel, Motel, and Resort Desk Clerks","High school diploma or equivalent",26352,28232,1880,5.9722798861107096E-2,4610,12.928181818181816,26891.303030303032]
["43-4111","Interviewers, Except Eligibility and Loan","High school diploma or equivalent",17194,17854,660,4.7264337756237326E-2,2171,19.646153846153844,40863.615384615383]
["43-4121","Library Assistants, Clerical","High school diploma or equivalent",9856,10296,440,4.2595387864732992E-2,1494,14.063333333333334,29250.111111111109]
["43-4131","Loan Interviewers and Clerks","High school diploma or equivalent",23158,24378,1220,6.5978599749759309E-2,2480,20.610384615384614,42868.846153846156]
["43-4141","New Accounts Clerks","High school diploma or equivalent",2492,2322,-170,-7.051443536303735E-2,214,14.975833333333334,31153]
["43-4151","Order Clerks","High school diploma or equivalent",33204,34114,910,2.3929392662586344E-2,3949,17.154,35677.73333333333]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping","Associate's degree",16180,16330,150,7.9370047013969276E-3,1802,19.224375000000006,39985.96875]
["43-4171","Receptionists and Information Clerks","High school diploma or equivalent",110030,115180,5150,5.5089216937147287E-2,15564,14.817058823529411,30819.735294117647]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks","High school diploma or equivalent",16852,18082,1230,6.4328419018453931E-2,2056,14.564117647058822,30291.705882352941]
["43-4199","Information and Record Clerks, All Other","High school diploma or equivalent",22808,23803,995,3.4685008871705614E-2,2803,20.522352941176472,42688.941176470587]
["43-5011","Cargo and Freight Agents","High school diploma or equivalent",13194,14229,1035,7.7530920937133083E-2,1326,23.588181818181816,49067.181818181816]
["43-5021","Couriers and Messengers","High school diploma or equivalent",17662,19542,1880,8.5391931204785318E-2,2060,14.767142857142854,30714.095238095237]
["43-5031","Police, Fire, and Ambulance Dispatchers","High school diploma or equivalent",6592,6847,255,4.0395921575443597E-2,648,28.281724137931036,58824.034482758623]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance","High school diploma or equivalent",25778,26623,845,3.4798902103561728E-2,2512,20.157187499999999,41928.875]
["43-5041","Meter Readers, Utilities","High school diploma or equivalent",2970,2895,-75,-3.067699908586561E-2,196,21.713124999999998,45161]
["43-5051","Postal Service Clerks","High school diploma or equivalent",7180,7130,-50,3.2510995579015788E-2,547,27.422499999999985,57046.03125]
["43-5052","Postal Service Mail Carriers","High school diploma or equivalent",33080,32705,-375,4.1645827356604916E-2,2113,27.807941176470596,57838.147058823532]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators","High school diploma or equivalent",12632,11937,-695,-2.4185845107113055E-2,727,27.641538461538463,57491.384615384617]
["43-5061","Production, Planning, and Expediting Clerks","High school diploma or equivalent",48162,50467,2305,6.4740953653062802E-2,5397,23.631333333333327,49153.9]
["43-5071","Shipping, Receiving, and Traffic Clerks","High school diploma or equivalent",96474,100259,3785,4.7335092557571457E-2,10492,16.377941176470589,34061.26470588235]
["43-5081","Stock Clerks and Order Fillers","High school diploma or equivalent",238316,249706,11390,4.4879864676122198E-2,33126,12.379999999999999,25751.441176470587]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping","High school diploma or equivalent",12690,13190,500,6.3501504735464204E-2,1355,14.027500000000002,29175.321428571428]
["43-6011","Executive Secretaries and Executive Administrative Assistants","High school diploma or equivalent",87318,80663,-6655,-7.5166837575781575E-2,7523,29.125294117647062,60582.794117647056]
["43-6012","Legal Secretaries","High school diploma or equivalent",27596,25111,-2485,-8.8516208676025984E-2,2273,21.584814814814813,44895.148148148146]
["43-6013","Medical Secretaries","High school diploma or equivalent",78258,86078,7820,0.10500880068686547,10379,19.242647058823533,40023.970588235294]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","High school diploma or equivalent",231322,227327,-3995,-1.2945208106331365E-2,23521,19.225882352941177,39987.558823529413]
["43-9011","Computer Operators","High school diploma or equivalent",3878,3523,-355,-7.073497041745333E-2,298,22.444705882352945,46686.647058823532]
["43-9021","Data Entry Keyers","High school diploma or equivalent",22008,19928,-2080,-8.1359372900766586E-2,1991,15.986785714285714,33248.821428571428]
["43-9022","Word Processors and Typists","High school diploma or equivalent",14652,12182,-2470,-0.156494177692899,974,17.992222222222225,37423.555555555555]
["43-9031","Desktop Publishers","Associate's degree",1516,1406,-110,-8.3415616146160901E-2,134,24.267142857142858,50475.142857142855]
["43-9041","Insurance Claims and Policy Processing Clerks","High school diploma or equivalent",37406,39346,1940,7.0432438361147626E-2,4203,18.427692307692304,38329.115384615383]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service","High school diploma or equivalent",5806,5746,-60,1.3342241446158875E-2,624,16.143124999999998,33577]
["43-9061","Office Clerks, General","High school diploma or equivalent",325710,326985,1275,9.656311221417491E-3,38082,16.629117647058823,34590.205882352944]
["43-9071","Office Machine Operators, Except Computer","High school diploma or equivalent",5652,5132,-520,-9.8186259679471297E-2,485,17.192307692307697,35757.923076923078]
["43-9081","Proofreaders and Copy Markers","Bachelor's degree",1316,1356,40,4.8398861836810692E-2,207,19.626666666666665,40824.333333333336]
["43-9111","Statistical Assistants","Bachelor's degree",360,385,25,6.3269493844049243E-2,51,23.38,48625.5]
["43-9199","Office and Administrative Support Workers, All Other","High school diploma or equivalent",50000,52500,2500,6.1053842353716102E-2,6011,14.984848484848484,31167.454545454544]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers","High school diploma or equivalent",11130,11680,550,3.8342271176145443E-2,1600,21.801333333333332,45345.26666666667]
["45-2011","Agricultural Inspectors","Bachelor's degree",1914,1999,85,5.7231217514907777E-2,277,18.601428571428574,38690.857142857145]
["45-2021","Animal Breeders","High school diploma or equivalent",126,141,15,0.11904761904761904,23,0,0]
["45-2041","Graders and Sorters, Agricultural Products","No formal educational credential",7138,7358,220,2.7093685211598564E-2,1015,9.3172727272727283,19378.18181818182]
["45-2091","Agricultural Equipment Operators","No formal educational credential",9484,10194,710,6.6271179864585292E-2,1631,14.524615384615382,30212.384615384617]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse","No formal educational credential",275070,287470,12400,3.1961850358546991E-2,45009,11.969677419354843,24896.870967741936]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals","No formal educational credential",18672,19002,330,-2.1973985104973325E-3,2906,11.791599999999999,24526.28]
["45-2099","Agricultural Workers, All Other","No formal educational credential",972,1002,30,2.9501448054566563E-2,155,11.542727272727275,24009.363636363636]
["45-4011","Forest and Conservation Workers","High school diploma or equivalent",2180,2105,-75,-3.7607779095684551E-2,311,2.8233333333333328,5872.333333333333]
["45-4021","Fallers","High school diploma or equivalent",36,26,-10,-0.27777777777777779,3,26.76,55656]
["45-4022","Logging Equipment Operators","High school diploma or equivalent",1180,1155,-25,-2.4231886427777165E-2,143,15.573333333333332,32388.166666666668]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers","High school diploma or equivalent",55872,60802,4930,8.7008950302550833E-2,6571,35.280588235294118,73384.73529411765]
["47-2021","Brickmasons and Blockmasons","High school diploma or equivalent",6352,7107,755,0.1136514043748527,722,27.055833333333336,56279]
["47-2022","Stonemasons","High school diploma or equivalent",808,903,95,0.11962977885508931,91,20.52,42682.333333333336]
["47-2031","Carpenters","High school diploma or equivalent",142296,155661,13365,9.2363710334768798E-2,16190,26.442941176470587,55001.176470588238]
["47-2041","Carpet Installers","No formal educational credential",7216,8131,915,0.12262181730698614,830,17.018749999999997,35397.25]
["47-2042","Floor Layers, Except Carpet, Wood, and Hard Tiles","No formal educational credential",2352,2657,305,0.14664200335152042,276,13.705714285714288,28505.857142857141]
["47-2044","Tile and Marble Setters","No formal educational credential",12402,14007,1605,0.13268336900206984,1437,23.09,48024.428571428572]
["47-2051","Cement Masons and Concrete Finishers","No formal educational credential",21394,23604,2210,0.10547417836645033,2850,24.04774193548387,50020.129032258068]
["47-2053","Terrazzo Workers and Finishers","High school diploma or equivalent",160,185,25,0.15625,25,25.5,53041]
["47-2061","Construction Laborers","No formal educational credential",125554,137089,11535,9.9321620778864153E-2,15661,20.183235294117647,41980.588235294119]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators","High school diploma or equivalent",3796,4136,340,8.1610397995058245E-2,477,20.517499999999998,42678.0625]
["47-2072","Pile-Driver Operators","High school diploma or equivalent",142,172,30,0.21126760563380281,24,44.93,93439]
["47-2073","Operating Engineers and Other Construction Equipment Operators","High school diploma or equivalent",27194,29279,2085,7.2118459131849513E-2,3497,29.778529411764712,61941.26470588235]
["47-2081","Drywall and Ceiling Tile Installers","No formal educational credential",30748,33468,2720,8.0930584139901549E-2,3335,25.395599999999998,52821.919999999998]
["47-2082","Tapers","No formal educational credential",7242,7872,630,8.0039621127399291E-2,784,25.02,52040.615384615383]
["47-2111","Electricians","High school diploma or equivalent",66906,71146,4240,7.586228882024848E-2,8426,31.411176470588234,65338.617647058825]
["47-2121","Glaziers","High school diploma or equivalent",4896,5461,565,0.11892180664409668,703,24.099,50122.400000000001]
["47-2131","Insulation Workers, Floor, Ceiling, and Wall","No formal educational credential",284,294,10,3.5211267605633804E-2,33,42.02,87383]
["47-2132","Insulation Workers, Mechanical","High school diploma or equivalent",908,978,70,5.9436786410470621E-2,113,11.76,24459]
["47-2141","Painters, Construction and Maintenance","No formal educational credential",64034,70244,6210,9.9800530243035451E-2,6927,22.189032258064518,46155.193548387098]
["47-2151","Pipelayers","No formal educational credential",3680,4030,350,7.5001727019862505E-2,466,16.825555555555557,34995.666666666664]
["47-2152","Plumbers, Pipefitters, and Steamfitters","High school diploma or equivalent",50838,55633,4795,0.10692561889438419,6497,26.075312500000006,54237.09375]
["47-2161","Plasterers and Stucco Masons","No formal educational credential",7460,8060,600,7.7496828089005945E-2,841,21.95,45656.75]
["47-2171","Reinforcing Iron and Rebar Workers","High school diploma or equivalent",2734,3044,310,0.12202137156745987,358,20.851428571428567,43369.428571428572]
["47-2181","Roofers","No formal educational credential",19472,21402,1930,0.11056634298439706,2379,23.90666666666667,49726.166666666664]
["47-2211","Sheet Metal Workers","High school diploma or equivalent",12904,13814,910,6.7839839820608011E-2,1567,23.376190476190477,48623.904761904763]
["47-2221","Structural Iron and Steel Workers","High school diploma or equivalent",5142,5722,580,0.10642816676535274,688,26.986363636363638,56130.181818181816]
["47-2231","Solar Photovoltaic Installers","High school diploma or equivalent",3444,5104,1660,0.47454760214135394,795,17.603999999999999,36614.400000000001]
["47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters","No formal educational credential",3560,4035,475,0.12585166729775776,630,16.565882352941173,34458.705882352944]
["47-3012","Helpers--Carpenters","No formal educational credential",2924,3259,335,0.11855904834772783,500,15.886153846153848,33042]
["47-3013","Helpers--Electricians","High school diploma or equivalent",4122,4402,280,7.6753809363025671E-2,652,14.245714285714286,29632.714285714286]
["47-3014","Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons","No formal educational credential",1248,1368,120,0.10189743201753315,209,16.98,35319.666666666664]
["47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters","High school diploma or equivalent",1900,2100,200,0.10342228687248205,320,15.605000000000002,32464.666666666668]
["47-3019","Helpers, Construction Trades, All Other","No formal educational credential",1836,2051,215,0.12537174918336461,317,14.861250000000002,30909.75]
["47-4011","Construction and Building Inspectors","High school diploma or equivalent",11544,12254,710,4.6838835745350804E-2,1413,38.558888888888895,80201]
["47-4021","Elevator Installers and Repairers","High school diploma or equivalent",1012,1092,80,8.0323410630536732E-2,136,22.55,46908]
["47-4031","Fence Erectors","No formal educational credential",2230,2430,200,0.10589694706359384,294,12.281249999999998,25550.5]
["47-4041","Hazardous Materials Removal Workers","High school diploma or equivalent",4486,4976,490,0.1068910045929251,661,17.986363636363635,37414.727272727272]
["47-4051","Highway Maintenance Workers","High school diploma or equivalent",4538,4633,95,1.8414763222828055E-2,474,22.665555555555549,47145.666666666664]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners","High school diploma or equivalent",1078,1148,70,5.8420410424793914E-2,154,21.956250000000004,45666.25]
["47-4099","Construction and Related Workers, All Other","High school diploma or equivalent",1398,1518,120,7.2642654478414073E-2,177,0,0]
["47-5011","Derrick Operators, Oil and Gas","No formal educational credential",236,251,15,6.3559322033898302E-2,32,24.75,51483]
["47-5012","Rotary Drill Operators, Oil and Gas","No formal educational credential",536,526,-10,-1.8656716417910446E-2,60,28.25,58761]
["47-5013","Service Unit Operators, Oil, Gas, and Mining","No formal educational credential",1266,1381,115,0.18670823922223315,181,13.06,27166.5]
["47-5021","Earth Drillers, Except Oil and Gas","High school diploma or equivalent",706,746,40,6.946998259961379E-3,85,27.848333333333333,57924.5]
["47-5031","Explosives Workers, Ordnance Handling Experts, and Blasters","High school diploma or equivalent",50,50,0,0,6,0,0]
["47-5071","Roustabouts, Oil and Gas","No formal educational credential",986,1026,40,4.0567951318458417E-2,130,15.41,32052]
["47-5081","Helpers--Extraction Workers","High school diploma or equivalent",186,201,15,8.0645161290322578E-2,27,20.420000000000002,42475]
["47-5099","Extraction Workers, All Other","High school diploma or equivalent",120,120,0,0,16,22.47,46740]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers","High school diploma or equivalent",40664,42649,1985,5.9578449319759266E-2,3906,35.007058823529412,72812.352941176476]
["49-2011","Computer, Automated Teller, and Office Machine Repairers","Some college, no degree",11850,11925,75,4.5923624495474526E-2,1157,18.082105263157899,37609.789473684214]
["49-2021","Radio, Cellular, and Tower Equipment Installers and Repairers","Associate's degree",212,217,5,1.7605633802816902E-2,23,9.51,19777.5]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers","Postsecondary non-degree award",34244,33779,-465,-2.0355778718496209E-3,3426,25.970333333333329,54020.033333333333]
["49-2091","Avionics Technicians","Associate's degree",1610,1685,75,5.7775739181916898E-2,141,24.89,51765.4]
["49-2092","Electric Motor, Power Tool, and Related Repairers","High school diploma or equivalent",1022,1027,5,2.257247254288073E-2,94,15.99,33256]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment","Postsecondary non-degree award",1842,1897,55,3.601341057570856E-2,172,30.573333333333334,63587.333333333336]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment","Postsecondary non-degree award",6356,6521,165,3.2379474096810835E-2,585,28.366315789473685,59002.73684210526]
["49-2095","Electrical and Electronics Repairers, Powerhouse, Substation, and Relay","Postsecondary non-degree award",1232,1237,5,2.481901415948046E-2,106,45.866666666666667,95402]
["49-2096","Electronic Equipment Installers and Repairers, Motor Vehicles","High school diploma or equivalent",444,379,-65,-0.17737776928953397,26,15.69,32629]
["49-2097","Electronic Home Entertainment Equipment Installers and Repairers","Postsecondary non-degree award",1040,990,-50,-3.3491954286587931E-2,95,19.096666666666668,39717.333333333336]
["49-2098","Security and Fire Alarm Systems Installers","High school diploma or equivalent",6922,7552,630,8.4517432908019163E-2,907,24.043076923076924,50010.846153846156]
["49-3011","Aircraft Mechanics and Service Technicians","Postsecondary non-degree award",13104,13989,885,0.11848683128761471,1205,29.5978947368421,61564]
["49-3021","Automotive Body and Related Repairers","High school diploma or equivalent",14346,15136,790,6.4299863708323246E-2,1551,22.812692307692313,47447.115384615383]
["49-3022","Automotive Glass Installers and Repairers","High school diploma or equivalent",214,224,10,4.6728971962616821E-2,23,0,0]
["49-3023","Automotive Service Technicians and Mechanics","Postsecondary non-degree award",74998,77893,2895,3.6594519985729775E-2,7633,20.839117647058824,43346.705882352944]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists","High school diploma or equivalent",23222,24977,1755,7.3978719431605555E-2,2477,25.281249999999993,52585.59375]
["49-3041","Farm Equipment Mechanics and Service Technicians","High school diploma or equivalent",3132,3362,230,6.8389157529804109E-2,355,19.423529411764701,40398.941176470587]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines","High school diploma or equivalent",11812,12517,705,5.6725865739034043E-2,1291,28.506874999999997,59295.0625]
["49-3043","Rail Car Repairers","High school diploma or equivalent",300,325,25,8.8259441707717573E-2,36,0,0]
["49-3051","Motorboat Mechanics and Service Technicians","High school diploma or equivalent",802,832,30,4.6046587649144162E-2,87,22.207142857142859,46187.714285714283]
["49-3052","Motorcycle Mechanics","Postsecondary non-degree award",954,1039,85,6.6271113815592184E-2,119,16.48,34281]
["49-3053","Outdoor Power Equipment and Other Small Engine Mechanics","High school diploma or equivalent",1762,1792,30,6.3531962032014125E-2,185,15.905000000000001,33080.875]
["49-3091","Bicycle Repairers","High school diploma or equivalent",504,514,10,9.9800399201596807E-3,64,14.103333333333332,29345.333333333332]
["49-3092","Recreational Vehicle Service Technicians","High school diploma or equivalent",290,315,25,3.125E-2,42,12.762499999999999,26543.5]
["49-3093","Tire Repairers and Changers","High school diploma or equivalent",9990,10190,200,2.0348517892350951E-3,1283,14.306153846153849,29754.153846153848]
["49-9011","Mechanical Door Repairers","High school diploma or equivalent",1446,1611,165,0.11893933258308821,149,20.196666666666669,42004]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door","High school diploma or equivalent",3402,3507,105,3.8429195620108852E-2,274,30.745263157894737,63951.684210526313]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers","Postsecondary non-degree award",28732,31537,2805,0.11120090249483729,3435,24.687333333333331,51349.066666666666]
["49-9031","Home Appliance Repairers","High school diploma or equivalent",3248,3193,-55,-7.450496267935397E-3,284,18.223333333333336,37904]
["49-9041","Industrial Machinery Mechanics","High school diploma or equivalent",24820,26095,1275,6.4393881393326732E-2,2436,27.498749999999998,57192.25]
["49-9043","Maintenance Workers, Machinery","High school diploma or equivalent",7282,7687,405,4.5377357411824963E-2,838,21.028076923076924,43740.730769230766]
["49-9044","Millwrights","High school diploma or equivalent",1000,1050,50,5.3841115734319621E-2,101,26.75,55640.666666666664]
["49-9051","Electrical Power-Line Installers and Repairers","High school diploma or equivalent",5844,6054,210,4.454853119625779E-2,506,36.885833333333331,76724.916666666672]
["49-9052","Telecommunications Line Installers and Repairers","High school diploma or equivalent",9776,9791,15,-3.0064707913287723E-3,961,28.761578947368417,59824.73684210526]
["49-9061","Camera and Photographic Equipment Repairers","High school diploma or equivalent",422,427,5,1.1848341232227487E-2,37,21.5,44704]
["49-9062","Medical Equipment Repairers","Associate's degree",3218,3363,145,3.562416579613966E-2,314,25.16,52335.199999999997]
["49-9063","Musical Instrument Repairers and Tuners","High school diploma or equivalent",206,196,-10,-4.8543689320388349E-2,15,20.239999999999998,42094]
["49-9064","Watch Repairers","High school diploma or equivalent",26,16,-10,-0.38461538461538464,0,0,0]
["49-9069","Precision Instrument and Equipment Repairers, All Other","High school diploma or equivalent",1144,1179,35,2.9947198879306573E-2,105,28.151428571428571,58554]
["49-9071","Maintenance and Repair Workers, General","High school diploma or equivalent",127510,134460,6950,5.9159116012506868E-2,14072,19.909705882352945,41409.088235294119]
["49-9081","Wind Turbine Service Technicians","Postsecondary non-degree award",174,284,110,0.63218390804597702,45,24.82,51619]
["49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers","High school diploma or equivalent",2434,2419,-15,3.1532110960963925E-3,263,12.334545454545452,25655.909090909092]
["49-9094","Locksmiths and Safe Repairers","High school diploma or equivalent",2702,2707,5,-6.4353242740956126E-3,249,27.851818181818178,57927.63636363636]
["49-9096","Riggers","High school diploma or equivalent",388,383,-5,-1.2886597938144329E-2,38,26.33,54767]
["49-9097","Signal and Track Switch Repairers","High school diploma or equivalent",110,110,0,0,10,0,0]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers","High school diploma or equivalent",13838,14758,920,6.541748355703042E-2,1954,14.66258064516129,30498.16129032258]
["49-9099","Installation, Maintenance, and Repair Workers, All Other","High school diploma or equivalent",21474,22659,1185,6.877705087905861E-2,2324,20.221,42060.866666666669]
["51-1011","First-Line Supervisors of Production and Operating Workers","High school diploma or equivalent",54904,56139,1235,5.335518596089258E-2,5578,29.439999999999994,61234.323529411762]
["51-2011","Aircraft Structure, Surfaces, Rigging, and Systems Assemblers","High school diploma or equivalent",1770,1645,-125,-6.7171391752577317E-2,150,22.145,46065]
["51-2021","Coil Winders, Tapers, and Finishers","High school diploma or equivalent",890,790,-100,-0.10424364108682775,75,8.7700000000000014,18239.333333333332]
["51-2022","Electrical and Electronic Equipment Assemblers","High school diploma or equivalent",31546,29361,-2185,-3.4337751219749996E-2,3070,0,0]
["51-2023","Electromechanical Equipment Assemblers","High school diploma or equivalent",4938,4458,-480,-6.2229161146817993E-2,443,0,0]
["51-2031","Engine and Other Machine Assemblers","High school diploma or equivalent",360,310,-50,-0.13463641334062329,23,23.824999999999999,49550]
["51-2041","Structural Metal Fabricators and Fitters","High school diploma or equivalent",5882,5612,-270,-4.4880788915020287E-2,560,18.904166666666665,39319.583333333336]
["51-2091","Fiberglass Laminators and Fabricators","High school diploma or equivalent",252,257,5,1.1574074074074077E-2,29,15.725000000000001,32712.5]
["51-2092","Team Assemblers","High school diploma or equivalent",70254,65814,-4440,-2.1112441604388365E-2,6889,0,0]
["51-2099","Assemblers and Fabricators, All Other","High school diploma or equivalent",16928,16273,-655,-1.2476281293073932E-2,1776,0,0]
["51-3011","Bakers","No formal educational credential",33098,35368,2270,6.5866667134483373E-2,5253,13.547812499999999,28178.21875]
["51-3021","Butchers and Meat Cutters","No formal educational credential",19528,20698,1170,5.8359806569355618E-2,2680,15.549354838709677,32343.032258064515]
["51-3022","Meat, Poultry, and Fish Cutters and Trimmers","No formal educational credential",7114,7474,360,5.3549263743767506E-2,959,10.406666666666665,21645.5]
["51-3023","Slaughterers and Meat Packers","No formal educational credential",2702,2732,30,5.1944151543674225E-2,335,9.0625,18851.25]
["51-3091","Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders","No formal educational credential",1664,1724,60,3.7000288278355643E-2,202,11.318000000000001,23541.5]
["51-3092","Food Batchmakers","High school diploma or equivalent",15408,15828,420,3.2187223087633492E-2,2249,13.604999999999997,28294.277777777777]
["51-3093","Food Cooking Machine Operators and Tenders","High school diploma or equivalent",2586,2701,115,4.9009104975592778E-2,381,12.463000000000001,25919.4]
["51-3099","Food Processing Workers, All Other","No formal educational credential",4182,4812,630,9.9353422031157088E-2,629,12.121249999999998,25215.125]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic","High school diploma or equivalent",11042,11297,255,4.5771442275064508E-2,1150,18.96,39433.823529411762]
["51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic","Postsecondary non-degree award",2402,2632,230,0.10427613961687968,296,31.622857142857146,65779]
["51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",2234,2019,-215,-5.9662551929849282E-2,169,15.802000000000001,32866]
["51-4022","Forging Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",1340,1190,-150,-9.98894992952718E-2,95,17.723333333333333,36857.666666666664]
["51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",1298,1243,-55,-2.7202052138351286E-2,114,15.882,33027.800000000003]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",13202,12707,-495,4.7554934266847669E-3,1342,15.775789473684211,32811.15789473684]
["51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",1340,1240,-100,-4.6835894993809364E-2,115,15.098750000000001,31403.625]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",8130,7880,-250,-1.3355068913054597E-2,784,15.159090909090908,31524.18181818182]
["51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",3780,3630,-150,-3.879274583394602E-2,331,16.45,34214.75]
["51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",2012,1842,-170,-6.6818214136028647E-2,167,16.728571428571431,34794.714285714283]
["51-4041","Machinists","High school diploma or equivalent",35084,36019,935,4.9717819567578286E-2,3745,22.020689655172415,45803.34482758621]
["51-4051","Metal-Refining Furnace Operators and Tenders","High school diploma or equivalent",232,237,5,1.893939393939394E-2,21,18.905000000000001,39314.5]
["51-4052","Pourers and Casters, Metal","High school diploma or equivalent",192,172,-20,-0.10416666666666667,14,13.99,29110]
["51-4061","Model Makers, Metal and Plastic","High school diploma or equivalent",164,149,-15,-9.1463414634146339E-2,13,26.12,54340]
["51-4071","Foundry Mold and Coremakers","High school diploma or equivalent",390,340,-50,-0.12919527078565979,31,15.685,32615.5]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",7412,6917,-495,-1.8540646713010762E-2,701,14.096153846153843,29315.153846153848]
["51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",4278,4248,-30,1.0250410665258022E-2,447,16.834285714285716,35019.857142857145]
["51-4111","Tool and Die Makers","Postsecondary non-degree award",2948,2868,-80,-9.7605305250708652E-4,256,25.533749999999998,53107.875]
["51-4121","Welders, Cutters, Solderers, and Brazers","High school diploma or equivalent",29664,31249,1585,7.3741020142084363E-2,3524,21.183548387096774,44061.06451612903]
["51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders","High school diploma or equivalent",2178,2048,-130,-4.9831314038822086E-2,193,15.017499999999998,31237.5]
["51-4191","Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",1172,1127,-45,9.8662555005024077E-2,113,14.324999999999999,29793]
["51-4192","Layout Workers, Metal and Plastic","High school diploma or equivalent",300,300,0,-4.9963662790697676E-3,31,21.57,44862]
["51-4193","Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic","High school diploma or equivalent",3300,3075,-225,-6.8166738652079326E-2,268,15.843333333333334,32954.833333333336]
["51-4194","Tool Grinders, Filers, and Sharpeners","High school diploma or equivalent",716,706,-10,-1.4044943820224719E-2,85,13.94,28997.5]
["51-4199","Metal Workers and Plastic Workers, All Other","High school diploma or equivalent",1874,1884,10,-4.8282153389148298E-2,201,16.276666666666667,33850.5]
["51-5111","Prepress Technicians and Workers","Postsecondary non-degree award",2468,2113,-355,-0.11227443655126582,194,20.883749999999999,43431.875]
["51-5112","Printing Press Operators","High school diploma or equivalent",15114,13949,-1165,-4.4073730754475939E-2,1270,17.894814814814815,37221.481481481482]
["51-5113","Print Binding and Finishing Workers","High school diploma or equivalent",3906,3471,-435,-9.0093233615277935E-2,389,17.292727272727276,35971.181818181816]
["51-6011","Laundry and Dry-Cleaning Workers","No formal educational credential",19460,19660,200,1.5177800112924921E-2,2665,12.062857142857144,25090.035714285714]
["51-6021","Pressers, Textile, Garment, and Related Materials","No formal educational credential",6048,5818,-230,-2.314063553721615E-2,693,10.761428571428571,22383.571428571428]
["51-6031","Sewing Machine Operators","No formal educational credential",27898,23843,-4055,7.9587813046189965E-3,1869,13.664117647058823,28423.411764705881]
["51-6041","Shoe and Leather Workers and Repairers","High school diploma or equivalent",470,420,-50,-0.16061101332662811,32,6.6550000000000002,13838.5]
["51-6051","Sewers, Hand","No formal educational credential",3380,2955,-425,-4.9114799958991408E-2,305,10.421666666666667,21666.666666666668]
["51-6052","Tailors, Dressmakers, and Custom Sewers","No formal educational credential",4490,4315,-175,-1.665646457280762E-2,516,14.531428571428568,30224]
["51-6061","Textile Bleaching and Dyeing Machine Operators and Tenders","High school diploma or equivalent",2216,1906,-310,-0.12092968381311939,179,12.895,26817]
["51-6062","Textile Cutting Machine Setters, Operators, and Tenders","High school diploma or equivalent",1764,1449,-315,-0.1134418952885181,151,13.094999999999999,27231.5]
["51-6063","Textile Knitting and Weaving Machine Setters, Operators, and Tenders","High school diploma or equivalent",968,788,-180,-0.15005265005265006,73,11.795,24540]
["51-6064","Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders","High school diploma or equivalent",264,224,-40,-0.15151515151515152,17,6.35,13204]
["51-6091","Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers","High school diploma or equivalent",872,877,5,3.7286931818181816E-2,104,8.2475000000000005,17159.75]
["51-6092","Fabric and Apparel Patternmakers","High school diploma or equivalent",1128,948,-180,-0.15957446808510639,86,31.02,64514]
["51-6093","Upholsterers","High school diploma or equivalent",2880,2730,-150,-2.8485042409561567E-2,253,17.417999999999999,36225.199999999997]
["51-6099","Textile, Apparel, and Furnishings Workers, All Other","High school diploma or equivalent",1572,1402,-170,-7.3227153289378233E-2,141,15.265000000000001,31760.5]
["51-7011","Cabinetmakers and Bench Carpenters","High school diploma or equivalent",10320,10495,175,4.7298393329508061E-2,1098,17.384999999999998,36158.076923076922]
["51-7021","Furniture Finishers","High school diploma or equivalent",1442,1397,-45,1.3295326736291121E-3,121,14.646666666666667,30467.666666666668]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood","High school diploma or equivalent",2704,2689,-15,9.2969348827358425E-3,306,13.094999999999999,27237.599999999999]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing","High school diploma or equivalent",3820,3795,-25,4.2277683062353936E-3,407,15.007142857142862,31217.5]
["51-7099","Woodworkers, All Other","High school diploma or equivalent",622,602,-20,-2.7896884655522064E-2,59,8.1066666666666674,16861]
["51-8012","Power Distributors and Dispatchers","High school diploma or equivalent",736,726,-10,-2.0090115198810852E-2,59,42.013333333333328,87394]
["51-8013","Power Plant Operators","High school diploma or equivalent",2504,2564,60,3.6053991886805491E-2,225,34.540000000000006,71840.9375]
["51-8021","Stationary Engineers and Boiler Operators","High school diploma or equivalent",3726,3891,165,5.4366681925869922E-2,425,28.417999999999999,59109.35]
["51-8031","Water and Wastewater Treatment Plant and System Operators","High school diploma or equivalent",11060,10885,-175,-4.9342503261579022E-3,857,32.249999999999993,67080.676470588238]
["51-8091","Chemical Plant and System Operators","High school diploma or equivalent",652,657,5,2.0604395604395604E-2,64,29.145,60611.75]
["51-8092","Gas Plant Operators","High school diploma or equivalent",826,816,-10,-2.3112911891117478E-2,79,47.195,98173.5]
["51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers","High school diploma or equivalent",4042,4247,205,6.4184892547417367E-3,450,27.076666666666668,56319.166666666664]
["51-8099","Plant and System Operators, All Other","High school diploma or equivalent",366,356,-10,-1.5873015873015872E-2,32,26.437999999999999,54991.199999999997]
["51-9011","Chemical Equipment Operators and Tenders","High school diploma or equivalent",1114,1124,10,3.5139586007016055E-2,122,23.36,48590.25]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders","High school diploma or equivalent",8266,8806,540,7.4698083832054979E-2,1019,20.291999999999998,42205.32]
["51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders","High school diploma or equivalent",2046,2036,-10,1.3381974509591957E-3,224,14.613,30395.3]
["51-9022","Grinding and Polishing Workers, Hand","No formal educational credential",4162,3792,-370,-3.484337576864116E-2,362,13.308000000000002,27678.9]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders","High school diploma or equivalent",12044,12254,210,4.6295923538298811E-2,1398,16.955263157894734,35262.315789473687]
["51-9031","Cutters and Trimmers, Hand","No formal educational credential",2374,2109,-265,-2.2103448391804011E-2,197,14.193999999999999,29517]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders","High school diploma or equivalent",4000,4000,0,2.811230202396918E-2,450,16.720769230769232,34776.230769230766]
["51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders","High school diploma or equivalent",3566,3581,15,3.7340653366231859E-2,432,16.422499999999999,34157]
["51-9051","Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders","High school diploma or equivalent",290,290,0,1.0202098717450446E-2,29,18.155000000000001,37779.5]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers","High school diploma or equivalent",52762,50767,-1995,1.1345749488524478E-4,5697,19.320606060606064,40186.727272727272]
["51-9071","Jewelers and Precious Stone and Metal Workers","High school diploma or equivalent",3326,3166,-160,-4.414554358661673E-2,306,13.315,27699]
["51-9081","Dental Laboratory Technicians","High school diploma or equivalent",4200,4425,225,1.7178163314017399E-2,520,19.497692307692304,40557.846153846156]
["51-9082","Medical Appliance Technicians","High school diploma or equivalent",1382,1462,80,6.7755038092829609E-2,173,22,45759.333333333336]
["51-9083","Ophthalmic Laboratory Technicians","High school diploma or equivalent",704,739,35,7.3683292640390655E-2,86,18.695,38884.5]
["51-9111","Packaging and Filling Machine Operators and Tenders","High school diploma or equivalent",43690,45590,1900,5.738787303240149E-2,5467,14.074000000000002,29273.040000000001]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders","High school diploma or equivalent",6228,6298,70,5.8848088291969039E-2,660,16.089333333333332,33461.800000000003]
["51-9122","Painters, Transportation Equipment","High school diploma or equivalent",7320,7745,425,6.64481057263549E-2,867,21.633181818181818,44997.5]
["51-9123","Painting, Coating, and Decorating Workers","No formal educational credential",1312,1317,5,-1.4222076493771474E-2,137,16.363999999999997,34037]
["51-9141","Semiconductor Processors","High school diploma or equivalent",2434,2419,-15,1.2040535906708448E-3,271,13.843333333333334,28796]
["51-9151","Photographic Process Workers and Processing Machine Operators","High school diploma or equivalent",1728,1698,-30,-3.7564959243166045E-2,257,17.173333333333332,35720.166666666664]
["51-9191","Adhesive Bonding Machine Operators and Tenders","High school diploma or equivalent",880,880,0,2.2936016511867906E-2,96,13.459999999999999,28002.2]
["51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders","High school diploma or equivalent",1990,2065,75,6.3403420534281357E-2,276,15.814444444444446,32894.666666666664]
["51-9193","Cooling and Freezing Equipment Operators and Tenders","High school diploma or equivalent",60,60,0,0,6,14.36,29877]
["51-9194","Etchers and Engravers","High school diploma or equivalent",292,272,-20,-6.8493150684931503E-2,29,20.07,41751]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic","High school diploma or equivalent",4818,4813,-5,2.5942200095272001E-2,480,15.632857142857144,32515.928571428572]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders","High school diploma or equivalent",5152,4982,-170,-7.0744705962957812E-3,478,15.936363636363637,33145.272727272728]
["51-9198","Helpers--Production Workers","High school diploma or equivalent",44162,45992,1830,6.5328342938011943E-2,7105,13.430344827586206,27935.03448275862]
["51-9199","Production Workers, All Other","High school diploma or equivalent",22802,24007,1205,6.4214013985138721E-2,2884,14.3165,29779.599999999999]
["53-1011","Aircraft Cargo Handling Supervisors","High school diploma or equivalent",226,241,15,6.637168141592921E-2,27,27.27,56710]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand","High school diploma or equivalent",23122,25252,2130,8.4833667107253485E-2,2881,0,0]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators","High school diploma or equivalent",20274,21659,1385,7.4565040484104519E-2,2406,0,0]
["53-2011","Airline Pilots, Copilots, and Flight Engineers","Bachelor's degree",4102,4407,305,0.11921308408769819,453,0,60952.333333333336]
["53-2012","Commercial Pilots","High school diploma or equivalent",2794,2979,185,7.9556621587802107E-2,306,0,79933.21428571429]
["53-2021","Air Traffic Controllers","Associate's degree",2006,1996,-10,-7.9152398542638672E-3,179,20.349999999999998,42329.666666666664]
["53-2022","Airfield Operations Specialists","High school diploma or equivalent",330,355,25,7.575757575757576E-2,37,24.67,51298]
["53-2031","Flight Attendants","High school diploma or equivalent",7348,8118,770,0.10479041916167664,983,0,53560]
["53-3011","Ambulance Drivers and Attendants, Except Emergency Medical Technicians","High school diploma or equivalent",1296,1411,115,5.6401368205287419E-2,217,10.712,22277.200000000001]
["53-3021","Bus Drivers, Transit and Intercity","High school diploma or equivalent",22814,23899,1085,4.9350985649258751E-2,3016,13.054166666666665,27152.666666666668]
["53-3022","Bus Drivers, School or Special Client","High school diploma or equivalent",28602,29857,1255,4.4453760398012417E-2,3747,17.510937499999997,36423.71875]
["53-3031","Driver/Sales Workers","High school diploma or equivalent",41454,42939,1485,3.6880957187194391E-2,4753,15.775384615384613,32812.153846153844]
["53-3032","Heavy and Tractor-Trailer Truck Drivers","Postsecondary non-degree award",148520,158170,9650,7.6098016346627564E-2,18161,21.02411764705883,43730.411764705881]
["53-3033","Light Truck or Delivery Services Drivers","High school diploma or equivalent",113156,120796,7640,6.505797669082003E-2,13920,16.271764705882354,33845.73529411765]
["53-3041","Taxi Drivers and Chauffeurs","No formal educational credential",30440,35465,5025,0.17301293347848901,4343,13.897692307692306,28906.384615384617]
["53-3099","Motor Vehicle Operators, All Other","No formal educational credential",3082,3212,130,4.2475787103938539E-2,563,21.89,45527.5]
["53-4013","Rail Yard Engineers, Dinkey Operators, and Hostlers","High school diploma or equivalent",120,120,0,0,10,0,0]
["53-4031","Railroad Conductors and Yardmasters","High school diploma or equivalent",142,147,5,3.2051282051282055E-2,15,0,0]
["53-4041","Subway and Streetcar Operators","High school diploma or equivalent",3818,3863,45,-4.72082747318559E-3,365,0,0]
["53-4099","Rail Transportation Workers, All Other","High school diploma or equivalent",288,308,20,6.9444444444444448E-2,32,18.72,38933]
["53-5011","Sailors and Marine Oilers","No formal educational credential",320,345,25,6.5789473684210523E-2,44,22.274999999999999,46339.5]
["53-5021","Captains, Mates, and Pilots of Water Vessels","Postsecondary non-degree award",680,705,25,5.933378215986912E-2,73,38.177499999999995,79405]
["53-6021","Parking Lot Attendants","No formal educational credential",28656,29671,1015,2.7044517852960335E-2,4497,10.785000000000002,22432.222222222223]
["53-6031","Automotive and Watercraft Service Attendants","No formal educational credential",8306,8871,565,6.3216950134094549E-2,1517,12.584285714285716,26173.142857142859]
["53-6051","Transportation Inspectors","High school diploma or equivalent",2298,2393,95,3.1722769500791385E-2,242,24.613,51194.2]
["53-6061","Transportation Attendants, Except Flight Attendants","High school diploma or equivalent",3220,3470,250,7.4464108837153875E-2,490,6.97,14497.833333333334]
["53-6099","Transportation Workers, All Other","High school diploma or equivalent",4246,4636,390,0.10224177778083915,577,18.65625,38807.625]
["53-7011","Conveyor Operators and Tenders","No formal educational credential",1212,1267,55,4.5189417230306755E-2,176,12.712,26435.8]
["53-7021","Crane and Tower Operators","High school diploma or equivalent",2110,2235,125,4.3377608938015989E-2,247,27.365000000000002,56923.375]
["53-7032","Excavating and Loading Machine and Dragline Operators","High school diploma or equivalent",2008,2203,195,9.852191575816846E-2,269,30.324285714285715,63071.285714285717]
["53-7051","Industrial Truck and Tractor Operators","No formal educational credential",58584,64019,5435,8.0848519009784001E-2,7860,16.474242424242423,34267.848484848488]
["53-7061","Cleaners of Vehicles and Equipment","No formal educational credential",53044,56629,3585,6.7149480013583618E-2,8349,11.875624999999998,24701.03125]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand","No formal educational credential",315172,341677,26505,7.4833289119622934E-2,50004,14.035882352941174,29192.5]
["53-7063","Machine Feeders and Offbearers","No formal educational credential",6324,6484,160,-8.975589423046609E-3,892,14.265833333333333,29669.583333333332]
["53-7064","Packers and Packagers, Hand","No formal educational credential",92510,96260,3750,3.3162982021547417E-2,14900,12.078124999999998,25121.5625]
["53-7072","Pump Operators, Except Wellhead Pumpers","High school diploma or equivalent",174,184,10,5.7471264367816091E-2,23,19.170000000000002,39883]
["53-7073","Wellhead Pumpers","High school diploma or equivalent",118,113,-5,-4.2372881355932202E-2,12,26.86,55863]
["53-7081","Refuse and Recyclable Material Collectors","No formal educational credential",15726,16841,1115,6.4530895152245957E-2,2158,21.285384615384615,44270.576923076922]
["53-7199","Material Moving Workers, All Other","No formal educational credential",6496,6886,390,4.7816438963799418E-2,867,12.975833333333332,26993.25]
["Grand Total",null,null,17482324,18454384,972060,5.1758635421548238E-2,2189061,23.656005348893984,51980.937434151878]

{"sheet":"Data Definitions","index":2,"n_rows":56,"n_cols":1,"rows_kept":56,"cut":false,"hidden":false,"merged":[]}
["Data Source"]
["CA Employment Development Department's Labor Market Information Division (EDD/LMID),\nlong-term (10-year) Occupational Employment Projections for California and substate areas. Published May 2019.\n\nVisit LMID's website to learn more about the methodology behind occupational employment projections."]
["https://www.labormarketinfo.edd.ca.gov/data/occupational-employment-projections-methodology.html"]
[]
["Occupation Information"]
["SOC Code: The 2010 Standard Occupational Classification (SOC) system is used by Federal statistical agencies to classify workers into occupational categories for the purpose of collecting, calculating, or disseminating data. All workers are classified into one of 840 detailed occupations according to their occupational definition. The SOC code is managed by the Bureau of Labor Statistics (BLS); the revision process is multi-year and scheduled to coincide with the American Community Survey (ACS) and revisions to the North American Industrial Classification system (NAICS). The next revision will result in the 2018 SOC system which will be implemented over a three-year period.\n\nAn occupation is a grouping of jobs titles that have a similar set of activities or tasks that employees perform. Employees who are in the same occupation perform essentially the same tasks, whether or not they work in the same industry. Illustrative examples: A worker with the job title \"Automotive Fuel Injection Servicer\" is an example of a job that corresponds to the occupation 49-3023 Automotive Service Technician and Mechanics. Also, individualized LMI data for Emergency Medical Technicians (EMTs) or Paramedics is not available because EMTs and Paramedics share a single SOC code, 29-2041.\n\nMajor occupational classifications or 2-digit SOC codes have been brought into this demand file. A slicer or filter has been created; so, a user can look at occupations grouped together into the 2-digit classifications."]
[]
["Employment Data"]
["2018 Jobs: The occupational employment level in 2018 (estimated number of existing jobs in the occupation)."]
["2023 Jobs: The projected total employment level in 2022 (projected number of jobs in the occupation by 2022)."]
[]
["2018-23 Change: Projected growth (new jobs) or decline (job loss) over the 5-year period; does not include openings created by separations."]
[]
["% Change 2018-23: Rate of net job growth or decline in the occupation for the projected period. Does not include openings created by separations."]
[]
["Separations: The BLS has implemented a new separations methodology to supersede the replacement methodology. Under the new method, openings will be categorized by the following:\na) Exits are the projected number of workers leaving an occupation and exiting the labor force entirely. Labor force exits are more common at older ages as workers retire, but can occur at any age. Labor force exits are not necessarily permanent exits from the labor force; for example, some workers exit the labor force to pursue additional education with the intention of returning to the labor force. They do represent permanent separations from an occupation.\nb) Transfers are the projected number of workers leaving an occupation and transferring to a different occupation. Transfers represent permanent separations from an occupation, not temporary movements where the worker is expected to return to the same occupation in the future."]
[]
["Openings (New + Separations): Sum of projected growth (new jobs) and needs created by separations. When an occupation is expected to lose jobs or retain the current employment level, number of openings will equal replacements."]
[]
["Average Annual Job Openings: An estimate of annual openings is derived from dividing Openings by the number of years in the projected period (in this case, 2018-2023 or five years)."]
[]
["Education, Training and Experience Requirements"]
["The US Department of Labor's Bureau of Labor Statistics (BLS) assigns occupations to a designation for each of the following three categories: typical entry-level education, work experience in a related occupation, and typical on-the-job training.\n\nThe assignments under the system describe the typical education needed to enter the occupation, and the typical type of on-the-job training required to be competent. The work experience in a related occupation assignment represents what is commonly considered necessary by employers or is a commonly accepted substitute for formal training. The three assignments complement each other in that they would represent a typical path into the occupation, but they are not necessarily equal in importance for entry into the occupation.\n\nTypical education needed for entry represents the level most workers need to enter an occupation. While the typical entry level education is not always a necessary requirement for employment, it is an indication of what is generally needed to conduct the work or desired by employers."]
[]
["For more information:"]
["https://www.bls.gov/emp/documentation/education-training-system.htm"]
[]
["For a breakdown of education levels of those currently employed in a specific occupation, O*NET Online and enter the SOC code, job title or keyword (a box with a link is provided on the Demand LMI sheet for navigating to O*NET). Select the occupation from the list provided and view the report on Education. If available, this section will show a breakdown of education levels by a sample of workers currently in the occupation at the national level."]
["https://www.onetonline.org/"]
[]
["Wage Data"]
[]
["Median Hourly Earnings: Median is the midpoint - 50% earn less and 50% earn more than the wage shown. Note: This is sometimes shown as a 50th percentile wage."]
[]
["To get annual salaries for a full-time worker, simply multiply the hourly wage by 2,080 hours (assumes 40 hours worked per week per year or 52 weeks)."]
[]
["Occupational wage estimates do not include benefits, but do include: Base rate, cost of living allowances, guaranteed pay, hazardous-duty pay, incentive pay (including commissions and bonuses), on-call pay, and tips."]
[]
["Skill Level"]
[]
["Middle-skill includes all occupations that require a level of educational attainment that is available at the California Community Colleges. "]
["Process for establishing which SOC codes qualify as Middle Skill Occupations"]
["The following detail is the process that was followed in order to establish an occupation as Middle-Skill:"]
[" - All occupations listed as having some college or associate degree = Yes"]
[" - All occupations needing an apprenticeship = Yes"]
[" - All occupations with a Bachelor's degree with ~>= 33% of workers (CPS) having some college to associate degree = Yes"]
[" - All occupations with High school or equivalent or no formal education with long-term OTJ = Yes"]
[" - All supervisorial occupations (skills-builder qualified) = Yes"]
[" - Exceptions for Bachelor's degree where there is pre-existing CCs level programs or state licensing requirements otherwise approve (such as registered nurses)."]
[" - Exceptions were made for occupations with high school or equivalent or no formal education with short or moderate OTJ where multiple CCs have pre-existing programs"]
[]
["Low-skill includes occupations that typically require an educational attainment of a high school diploma or less and are not included in the middle-skill exceptions above. "]
[]
["High-skill includes occupations that typically require an educational attainment of a bachelor's degree or higher and are not included in the middle-skill exceptions above. "]
[]
["Note: CPS refer to the Census Population Survey from the Bureau of Labor Statistics which provides educational attainment for workers 25 years and older by 6-digit SOC code nationwide.  The latest version 2015-16 of this data determined the percentages used."]

{"sheet":"Interpreting Data","index":3,"n_rows":7,"n_cols":1,"rows_kept":7,"cut":false,"hidden":false,"merged":[]}
["Implications for Analysis"]
[]
["1. Projections are estimates of future employment and can be used to assess the need for job training programs and gain insight into future employment trends. Please keep in mind:\n • The estimates are based on information available at the time of the forecast and assume that historical trends will continue into the future. Unforeseen events may occur during the projection period such as major business closures or openings and natural disasters can have an impact on employment levels.\n • More recent sources of local economic data could also be used to corroborate the projection data. This information may be found in other documents such as those published by the Centers of Excellence, in local and regional news sources, local chambers of commerce, or local economic development agencies. For example, the Affordable Care Act affected the demand for healthcare workers but was previously not accounted for in jobs projections.\n • Projections are estimates of the expected demand for individual occupations. However, the supply of individuals qualified for these occupations will affect the amount of competition that exists for these openings.\n • General changes in the workplace affect some occupations. Jobs may be created, eliminated, or consolidated because of restructuring, technology, or a change in regulations affecting the requirements for the job. New ways of doing business, such as self-service, outsourcing, or 24-hour operations can also affect demand for workers.\n • Some occupations may not appear in published tables due to confidentiality or because of the minimal number of workers in an occupation.  "]
[]
["2. Emerging trends in occupations may not be accurately reflected in the SOC titling and in the estimates of employment, current and future. One way to associate an ‘emerging job’ with a traditional job title is to conduct a keyword search on O*NET to locate the SOC with the highest relevance. It is likely that the BLS will be assigning employment for the ‘emerging job’ under that title. Real-time LMI, or job posting data, is another good source of information about emerging trends and occupations but cannot provide reliable projected demand."]
[]
["3. Determining a ‘labor market gap’ only using the Demand data in conjunction with the Supply data is rather simplistic and does not reflect the complexity of labor force analysis. See the Implications for Analysis (Supply data) for concerns about the ‘pipeline’ of workers. In addition to graduates of training programs, there are other considerations factored into ‘supply’ that remain unknown, such as the number of existing unemployed workers with the needed skills or work experience in the labor pool, influx of graduates from outside the region, migration of graduates to other regions, and more. For assistance with determining a more well-rounded analysis, please contact your regional COE director."]

{"sheet":"Citing Data","index":4,"n_rows":15,"n_cols":3,"rows_kept":15,"cut":false,"hidden":false,"merged":[]}
["When using this data, please cite the original data sources:"]
[]
["Employment estimates (current and projected):"]
[null,"California Employment Development Department"]
[null,"Labor Market Information Division"]
[null,"Long-term Occupational Projections for [insert region or county name here]"]
[null,"2016-2026"]
[null,"Online at:","www.labormarketinfo.edd.ca.gov"]
[]
["Wage estimates:"]
[null,"California Employment Development Department"]
[null,"Labor Market Information Division"]
[null,"Occupational Employment Statistics (OES)"]
[null,"2018 First Quarter Wages"]
[null,"Online at:","www.labormarketinfo.edd.ca.gov"]

{"sheet":"Pivot Data with CA Region","index":5,"n_rows":24679,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":true,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
["SOC Code**","Occupational Title","2-Digit SOC","Major Occupation Group","6-Digit SOC Codes","Counties","Region","Formal SubRegion","Familiar SubRegion","Skill","Base Year Employment Estimate 2016***","Projected Year Employment Estimate 2026","Numeric Change 2016-2026 [1]","Percent-age Change 2016-2026","Annual Change 2016-2026","2016-2018 Change","2018 Base","2018-2023 Change","2023 Projection","% Change 2018-23","Average Annaul Exits","Average Annual Transfers ","Average Annual Numeric Change","Average Annual Job Openings","2018 Q1 Median Hourly","2018 Q1 Median Annual","Entry Level Education","Work Experience","On-the-Job Training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2900,2910,10,3.4482758620689655E-3,1,2,2902,5,2907,1.7229496898690559E-3,84,119,1,204,0,0,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",19280,21910,2630,0.13641078838174273,263,526,19806,1315,21121,6.6394022013531256E-2,427,1228,263,1918,60.64,126137,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,5,-1,7,0,63237,"Bachelor's degree","<5 years","None"]
["11-2011","Advertising and Promotions Managers",11,"Management Occupations","11-2011 (Advertising and Promotions Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,6,16,2,24,55.04,114482,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2830,3380,550,0.19434628975265017,55,110,2940,275,3215,9.3537414965986401E-2,70,188,55,313,75.55,157133,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",5110,5850,740,0.14481409001956946,74,148,5258,370,5628,7.0368961582350703E-2,124,332,74,530,64.760000000000005,134690,"Bachelor's degree","<5 years","None"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",660,740,80,0.12121212121212122,8,16,676,40,716,5.9171597633136092E-2,16,40,8,64,71.98,149724,"Bachelor's degree","≥5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2970,3490,520,0.17508417508417509,52,104,3074,260,3334,8.4580351333767081E-2,97,158,52,307,54.07,112471,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",3810,4560,750,0.19685039370078741,75,150,3960,375,4335,9.4696969696969696E-2,74,228,76,378,78.38,163032,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",5540,6910,1370,0.24729241877256317,137,274,5814,685,6499,0.11781905744754043,143,308,136,587,69.75,145070,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1580,1760,180,0.11392405063291139,18,36,1616,90,1706,5.5693069306930694E-2,39,76,18,133,51.7,107542,"Bachelor's degree","≥5 years","None"]
["11-3061","Purchasing Managers",11,"Management Occupations","11-3061 (Purchasing Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",640,760,120,0.1875,12,24,664,60,724,9.036144578313253E-2,20,34,12,66,62.28,129546,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1230,1320,90,7.3170731707317069E-2,9,18,1248,45,1293,3.6057692307692304E-2,29,66,8,103,59.26,123249,"High school diploma or equivalent","≥5 years","None"]
["11-3111","Compensation and Benefits Managers",11,"Management Occupations","11-3111 (Compensation and Benefits Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,3,7,1,11,66.59,138527,"Bachelor's degree","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1370,1600,230,0.16788321167883211,23,46,1416,115,1531,8.1214689265536724E-2,37,80,22,139,69.64,144845,"Bachelor's degree","≥5 years","None"]
["11-3131","Training and Development Managers",11,"Management Occupations","11-3131 (Training and Development Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,9,19,3,31,64.099999999999994,133333,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",880,740,-140,-0.15909090909090909,-14,-28,852,-70,782,-8.2159624413145546E-2,47,12,-14,45,41.07,85425,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4380,5240,860,0.19634703196347031,86,172,4552,430,4982,9.446397188049209E-2,110,214,86,410,55.79,116033,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1000,1010,10,0.01,1,2,1002,5,1007,4.9900199600798403E-3,28,46,1,75,24.87,51745,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1520,1670,150,9.8684210526315791E-2,15,30,1550,75,1625,4.8387096774193547E-2,45,73,15,133,0,128403,"Master's degree","≥5 years","None"]
["11-9033","Education Administrators, Postsecondary",11,"Management Occupations","11-9033 (Education Administrators, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",980,1010,30,3.0612244897959183E-2,3,6,986,15,1001,1.5212981744421906E-2,28,45,2,75,57.12,118809,"Master's degree","<5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",460,510,50,0.10869565217391304,5,10,470,25,495,5.3191489361702128E-2,14,22,5,41,35.75,74372,"Bachelor's degree","<5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2720,3130,410,0.15073529411764705,41,82,2802,205,3007,7.3162027123483228E-2,59,140,41,240,83.3,173259,"Bachelor's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3940,4460,520,0.13197969543147209,52,104,4044,260,4304,6.4292779426310578E-2,133,310,52,495,19.25,40049,"High school diploma or equivalent","<5 years","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,8,15,2,25,31.2,64890,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2820,3840,1020,0.36170212765957449,102,204,3024,510,3534,0.16865079365079366,90,162,102,354,55.28,114982,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3140,3140,0,0,0,0,3140,0,3140,0,130,105,-1,234,40.72,84700,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1920,2200,280,0.14583333333333334,28,56,1976,140,2116,7.08502024291498E-2,68,108,28,204,32.31,67217,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",8770,10210,1440,0.16419612314709237,144,288,9058,720,9778,7.9487745639213958E-2,257,398,144,799,69.709999999999994,144998,"Bachelor's degree","<5 years","None"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2500,2240,-260,-0.104,-26,-52,2448,-130,2318,-5.3104575163398691E-2,59,132,-25,166,40.200000000000003,83629,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",3200,3430,230,7.1874999999999994E-2,23,46,3246,115,3361,3.542821934688848E-2,93,167,22,282,43.66,90814,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2750,3180,430,0.15636363636363637,43,86,2836,215,3051,7.5811001410437229E-2,93,192,43,328,38.630000000000003,80342,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",4560,5140,580,0.12719298245614036,58,116,4676,290,4966,6.2018819503849444E-2,141,319,58,518,36.44,75791,"Bachelor's degree","None","None"]
["13-1075","Labor Relations Specialists",13,"Business and Financial Operations Occupations","13-1075 (Labor Relations Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",960,1070,110,0.11458333333333333,11,22,982,55,1037,5.6008146639511203E-2,29,67,12,108,47.21,98203,"Bachelor's degree","<5 years","None"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1100,1290,190,0.17272727272727273,19,38,1138,95,1233,8.347978910369068E-2,29,84,20,133,38.04,79118,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",8290,9490,1200,0.14475271411338964,120,240,8530,600,9130,7.0339976553341149E-2,286,459,120,865,47.22,98224,"Bachelor's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1020,1190,170,0.16666666666666666,17,34,1054,85,1139,8.0645161290322578E-2,42,83,16,141,28.06,58359,"Bachelor's degree","None","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",650,760,110,0.16923076923076924,11,22,672,55,727,8.1845238095238096E-2,22,46,12,80,31.63,65799,"Bachelor's degree","None","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",740,840,100,0.13513513513513514,10,20,760,50,810,6.5789473684210523E-2,20,43,10,73,36.61,76138,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1890,2270,380,0.20105820105820105,38,76,1966,190,2156,9.6642929806714142E-2,64,134,38,236,42.4,88191,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",5890,7820,1930,0.32767402376910015,193,386,6276,965,7241,0.15376035691523263,182,470,192,844,33.729999999999997,70167,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",12040,13560,1520,0.12624584717607973,152,304,12344,760,13104,6.1568373298768631E-2,402,738,152,1292,39.200000000000003,81537,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",9790,10920,1130,0.11542390194075587,113,226,10016,565,10581,5.6409744408945688E-2,306,596,113,1015,38.19,79434,"Bachelor's degree","None","None"]
["13-2021","Appraisers and Assessors of Real Estate",13,"Business and Financial Operations Occupations","13-2021 (Appraisers and Assessors of Real Estate)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",510,500,-10,-1.9607843137254902E-2,-1,-2,508,-5,503,-9.8425196850393699E-3,18,15,-1,32,45.11,93825,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",390,410,20,5.128205128205128E-2,2,4,394,10,404,2.5380710659898477E-2,11,18,1,30,43.75,91018,"Bachelor's degree","None","None"]
["13-2041","Credit Analysts",13,"Business and Financial Operations Occupations","13-2041 (Credit Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",640,700,60,9.375E-2,6,12,652,30,682,4.6012269938650305E-2,15,38,6,59,42.76,88946,"Bachelor's degree","None","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",3070,3560,490,0.15960912052117263,49,98,3168,245,3413,7.7335858585858591E-2,66,208,48,322,48.03,99908,"Bachelor's degree","None","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2080,2380,300,0.14423076923076922,30,60,2140,150,2290,7.0093457943925228E-2,55,109,30,194,64.069999999999993,133271,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2053","Insurance Underwriters",13,"Business and Financial Operations Occupations","13-2053 (Insurance Underwriters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,8,17,3,28,33.26,69187,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2061","Financial Examiners",13,"Business and Financial Operations Occupations","13-2061 (Financial Examiners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,9,15,4,28,46.85,97438,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2071","Credit Counselors",13,"Business and Financial Operations Occupations","13-2071 (Credit Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,7,15,3,25,23.09,48010,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3020,3160,140,4.6357615894039736E-2,14,28,3048,70,3118,2.2965879265091863E-2,75,171,14,260,39,81118,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2081","Tax Examiners and Collectors, and Revenue Agents",13,"Business and Financial Operations Occupations","13-2081 (Tax Examiners and Collectors, and Revenue Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",330,260,-70,-0.21212121212121213,-7,-14,316,-35,281,-0.11075949367088607,9,12,-7,14,37.770000000000003,78556,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",600,580,-20,-3.3333333333333333E-2,-2,-4,596,-10,586,-1.6778523489932886E-2,32,29,-3,58,40.090000000000003,83394,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1510,1590,80,5.2980132450331126E-2,8,16,1526,40,1566,2.621231979030144E-2,48,80,8,136,37.549999999999997,78097,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1111","Computer and Information Research Scientists",15,"Computer and Mathematical Occupations","15-1111 (Computer and Information Research Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",490,650,160,0.32653061224489793,16,32,522,80,602,0.1532567049808429,8,29,15,52,54.44,113235,"Master's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",6690,7850,1160,0.17339312406576982,116,232,6922,580,7502,8.3790811904073961E-2,133,325,116,574,47.54,98896,"Bachelor's degree","None","None"]
["15-1122","Information Security Analysts",15,"Computer and Mathematical Occupations","15-1122 (Information Security Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",550,740,190,0.34545454545454546,19,38,588,95,683,0.16156462585034015,12,31,19,62,58.4,121460,"Bachelor's degree","<5 years","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",3060,3070,10,3.2679738562091504E-3,1,2,3062,5,3067,1.6329196603527107E-3,54,137,2,193,0,0,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",9620,13940,4320,0.44906444906444909,432,864,10484,2160,12644,0.20602823349866464,161,578,431,1170,59.6,123968,"Bachelor's degree","None","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",6250,7790,1540,0.24640000000000001,154,308,6558,770,7328,0.11741384568465996,96,345,154,595,62.99,131016,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1870,2320,450,0.24064171122994651,45,90,1960,225,2185,0.11479591836734694,39,106,45,190,39.11,81339,"Associate's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",980,1040,60,6.1224489795918366E-2,6,12,992,30,1022,3.0241935483870969E-2,21,42,7,70,51.26,106624,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3700,4150,450,0.12162162162162163,45,90,3790,225,4015,5.9366754617414245E-2,55,184,45,284,50.34,104695,"Bachelor's degree","None","None"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1780,1900,120,6.741573033707865E-2,12,24,1804,60,1864,3.325942350332594E-2,26,91,13,130,63.03,131107,"Bachelor's degree","≥5 years","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4760,5490,730,0.15336134453781514,73,146,4906,365,5271,7.4398695474928653E-2,104,264,73,441,29.67,61710,"Some college, no degree","None","None"]
["15-1152","Computer Network Support Specialists",15,"Computer and Mathematical Occupations","15-1152 (Computer Network Support Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1700,1920,220,0.12941176470588237,22,44,1744,110,1854,6.3073394495412841E-2,37,93,22,152,38.380000000000003,79826,"Associate's degree","None","None"]
["15-2031","Operations Research Analysts",15,"Computer and Mathematical Occupations","15-2031 (Operations Research Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",930,1230,300,0.32258064516129031,30,60,990,150,1140,0.15151515151515152,22,41,30,93,48.32,100511,"Bachelor's degree","None","None"]
["15-2041","Statisticians",15,"Computer and Mathematical Occupations","15-2041 (Statisticians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,5,12,4,21,36.35,75622,"Master's degree","None","None"]
["17-1011","Architects, Except Landscape and Naval",17,"Architecture and Engineering Occupations","17-1011 (Architects, Except Landscape and Naval)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1230,1350,120,9.7560975609756101E-2,12,24,1254,60,1314,4.784688995215311E-2,33,58,12,103,47.63,99049,"Bachelor's degree","None","Internship/residency"]
["17-1012","Landscape Architects",17,"Architecture and Engineering Occupations","17-1012 (Landscape Architects)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",410,430,20,4.878048780487805E-2,2,4,414,10,424,2.4154589371980676E-2,11,19,2,32,44.83,93240,"Bachelor's degree","None","Internship/residency"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",450,490,40,8.8888888888888892E-2,4,8,458,20,478,4.3668122270742356E-2,14,19,4,37,47.19,98145,"Bachelor's degree","None","Internship/residency"]
["17-2011","Aerospace Engineers",17,"Architecture and Engineering Occupations","17-2011 (Aerospace Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,8,13,6,27,58.17,120983,"Bachelor's degree","None","None"]
["17-2031","Biomedical Engineers",17,"Architecture and Engineering Occupations","17-2031 (Biomedical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,8,16,4,28,52.23,108625,"Bachelor's degree","None","None"]
["17-2041","Chemical Engineers",17,"Architecture and Engineering Occupations","17-2041 (Chemical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",390,440,50,0.12820512820512819,5,10,400,25,425,6.25E-2,9,17,5,31,49.74,103466,"Bachelor's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",5160,5340,180,3.4883720930232558E-2,18,36,5196,90,5286,1.7321016166281754E-2,114,259,18,391,55.74,115936,"Bachelor's degree","None","None"]
["17-2061","Computer Hardware Engineers",17,"Architecture and Engineering Occupations","17-2061 (Computer Hardware Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1430,1770,340,0.23776223776223776,34,68,1498,170,1668,0.11348464619492657,31,68,33,132,58.96,122628,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2070,2380,310,0.14975845410628019,31,62,2132,155,2287,7.2701688555347088E-2,50,89,30,169,52.86,109935,"Bachelor's degree","None","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1900,1930,30,1.5789473684210527E-2,3,6,1906,15,1921,7.8698845750262321E-3,43,77,3,123,51.93,108005,"Bachelor's degree","None","None"]
["17-2081","Environmental Engineers",17,"Architecture and Engineering Occupations","17-2081 (Environmental Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1050,1170,120,0.11428571428571428,12,24,1074,60,1134,5.5865921787709494E-2,26,46,12,84,55.75,115946,"Bachelor's degree","None","None"]
["17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",17,"Architecture and Engineering Occupations","17-2111 (Health and Safety Engineers, Except Mining Safety Engineers and Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",300,310,10,3.3333333333333333E-2,1,2,302,5,307,1.6556291390728478E-2,7,12,1,20,55.75,115946,"Bachelor's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1610,2030,420,0.2608695652173913,42,84,1694,210,1904,0.12396694214876033,41,74,42,157,47.45,98703,"Bachelor's degree","None","None"]
["17-2141","Mechanical Engineers",17,"Architecture and Engineering Occupations","17-2141 (Mechanical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2120,2490,370,0.17452830188679244,37,74,2194,185,2379,8.4320875113947133E-2,47,96,38,181,52.39,108970,"Bachelor's degree","None","None"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2520,2820,300,0.11904761904761904,30,60,2580,150,2730,5.8139534883720929E-2,62,108,29,199,51.34,106776,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1140,1280,140,0.12280701754385964,14,28,1168,70,1238,5.9931506849315065E-2,36,65,14,115,29.11,60552,"Associate's degree","None","None"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",480,560,80,0.16666666666666666,8,16,496,40,536,8.0645161290322578E-2,15,28,8,51,32.76,68148,"Associate's degree","None","None"]
["17-3013","Mechanical Drafters",17,"Architecture and Engineering Occupations","17-3013 (Mechanical Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,11,21,8,40,30.7,63863,"Associate's degree","None","None"]
["17-3019","Drafters, All Other",17,"Architecture and Engineering Occupations","17-3019 (Drafters, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,6,10,3,19,27.4,56988,"Associate's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",710,770,60,8.4507042253521125E-2,6,12,722,30,752,4.1551246537396121E-2,24,39,6,69,32.15,66879,"Associate's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2050,2440,390,0.19024390243902439,39,78,2128,195,2323,9.1635338345864667E-2,72,118,39,229,29.55,61466,"Associate's degree","None","None"]
["17-3024","Electro-Mechanical Technicians",17,"Architecture and Engineering Occupations","17-3024 (Electro-Mechanical Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",450,540,90,0.2,9,18,468,45,513,9.6153846153846159E-2,16,26,9,51,26.75,55648,"Associate's degree","None","None"]
["17-3025","Environmental Engineering Technicians",17,"Architecture and Engineering Occupations","17-3025 (Environmental Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",390,480,90,0.23076923076923078,9,18,408,45,453,0.11029411764705882,14,23,9,46,26.56,55262,"Associate's degree","None","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",430,490,60,0.13953488372093023,6,12,442,30,472,6.7873303167420809E-2,15,24,6,45,33.72,70138,"Associate's degree","None","None"]
["17-3027","Mechanical Engineering Technicians",17,"Architecture and Engineering Occupations","17-3027 (Mechanical Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",290,340,50,0.17241379310344829,5,10,300,25,325,8.3333333333333329E-2,10,17,5,32,28.96,60238,"Associate's degree","None","None"]
["17-3029","Engineering Technicians, Except Drafters, All Other",17,"Architecture and Engineering Occupations","17-3029 (Engineering Technicians, Except Drafters, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",540,590,50,9.2592592592592587E-2,5,10,550,25,575,4.5454545454545456E-2,18,30,5,53,37.479999999999997,77968,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",410,440,30,7.3170731707317069E-2,3,6,416,15,431,3.6057692307692304E-2,14,30,3,47,33.25,69143,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-1012","Food Scientists and Technologists",19,"Life, Physical, and Social Science Occupations","19-1012 (Food Scientists and Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,15,3,24,41.42,86162,"Bachelor's degree","None","None"]
["19-1021","Biochemists and Biophysicists",19,"Life, Physical, and Social Science Occupations","19-1021 (Biochemists and Biophysicists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1160,1200,40,3.4482758620689655E-2,4,8,1168,20,1188,1.7123287671232876E-2,24,76,4,104,45.36,94347,"Doctoral or professional degree","None","None"]
["19-1029","Biological Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1029 (Biological Scientists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1440,1490,50,3.4722222222222224E-2,5,10,1450,25,1475,1.7241379310344827E-2,30,94,4,128,36.93,76830,"Bachelor's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,100,0,0,0,0,100,0,100,0,2,6,0,8,44.36,92265,"Bachelor's degree","None","None"]
["19-1041","Epidemiologists",19,"Life, Physical, and Social Science Occupations","19-1041 (Epidemiologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",140,120,-20,-0.14285714285714285,-2,-4,136,-10,126,-7.3529411764705885E-2,2,8,-2,8,46.74,97211,"Master's degree","None","None"]
["19-1099","Life Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1099 (Life Scientists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,4,12,2,18,51.57,107244,"Bachelor's degree","None","None"]
["19-2012","Physicists",19,"Life, Physical, and Social Science Occupations","19-2012 (Physicists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,6,16,2,24,50.83,105741,"Doctoral or professional degree","None","None"]
["19-2021","Atmospheric and Space Scientists",19,"Life, Physical, and Social Science Occupations","19-2021 (Atmospheric and Space Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",140,140,0,0,0,0,140,0,140,0,3,6,0,9,42.7,88823,"Bachelor's degree","None","None"]
["19-2031","Chemists",19,"Life, Physical, and Social Science Occupations","19-2031 (Chemists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1520,1550,30,1.9736842105263157E-2,3,6,1526,15,1541,9.8296199213630409E-3,39,96,3,138,42.48,88356,"Bachelor's degree","None","None"]
["19-2032","Materials Scientists",19,"Life, Physical, and Social Science Occupations","19-2032 (Materials Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,7,18,4,29,45.06,93718,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1720,2020,300,0.1744186046511628,30,60,1780,150,1930,8.4269662921348312E-2,40,129,30,199,47.26,98307,"Bachelor's degree","None","None"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",410,470,60,0.14634146341463414,6,12,422,30,452,7.1090047393364927E-2,10,30,5,45,34.729999999999997,72240,"Bachelor's degree","None","None"]
["19-3011","Economists",19,"Life, Physical, and Social Science Occupations","19-3011 (Economists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,4,14,5,23,40.19,83593,"Master's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2120,2520,400,0.18867924528301888,40,80,2200,200,2400,9.0909090909090912E-2,58,88,40,186,46.58,96886,"Doctoral or professional degree","None","Internship/residency"]
["19-3039","Psychologists, All Other",19,"Life, Physical, and Social Science Occupations","19-3039 (Psychologists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,5,7,2,14,54.77,113936,"Master's degree","None","Internship/residency"]
["19-3041","Sociologists",19,"Life, Physical, and Social Science Occupations","19-3041 (Sociologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",350,290,-60,-0.17142857142857143,-6,-12,338,-30,308,-8.8757396449704137E-2,9,20,-6,23,46.01,95698,"Master's degree","None","None"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",720,750,30,4.1666666666666664E-2,3,6,726,15,741,2.0661157024793389E-2,14,44,3,61,40.9,85066,"Master's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",500,470,-30,-0.06,-3,-6,494,-15,479,-3.0364372469635626E-2,14,30,-3,41,31.88,66300,"Bachelor's degree","None","None"]
["19-4031","Chemical Technicians",19,"Life, Physical, and Social Science Occupations","19-4031 (Chemical Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",880,990,110,0.125,11,22,902,55,957,6.097560975609756E-2,31,55,11,97,25.66,53373,"Associate's degree","None","Moderate-term on-the-job training"]
["19-4061","Social Science Research Assistants",19,"Life, Physical, and Social Science Occupations","19-4061 (Social Science Research Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",250,200,-50,-0.2,-5,-10,240,-25,215,-0.10416666666666667,9,17,-5,21,28.18,58603,"Bachelor's degree","None","None"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",510,600,90,0.17647058823529413,9,18,528,45,573,8.5227272727272721E-2,22,41,9,72,31.51,65538,"Associate's degree","None","None"]
["19-4092","Forensic Science Technicians",19,"Life, Physical, and Social Science Occupations","19-4092 (Forensic Science Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,8,14,1,23,39.31,81765,"Bachelor's degree","None","Moderate-term on-the-job training"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",660,740,80,0.12121212121212122,8,16,676,40,716,5.9171597633136092E-2,28,52,8,88,28.99,60309,"Associate's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2450,2720,270,0.11020408163265306,27,54,2504,135,2639,5.3913738019169329E-2,95,169,27,291,31.43,65366,"Master's degree","None","None"]
["21-1013","Marriage and Family Therapists",21,"Community and Social Service Occupations","21-1013 (Marriage and Family Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",770,1000,230,0.29870129870129869,23,46,816,115,931,0.14093137254901961,32,58,23,113,28.42,59121,"Master's degree","None","Internship/residency"]
["21-1015","Rehabilitation Counselors",21,"Community and Social Service Occupations","21-1015 (Rehabilitation Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",700,840,140,0.2,14,28,728,70,798,9.6153846153846159E-2,28,50,14,92,18.77,39045,"Master's degree","None","None"]
["21-1019","Counselors, All Other",21,"Community and Social Service Occupations","21-1019 (Counselors, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",390,460,70,0.17948717948717949,7,14,404,35,439,8.6633663366336627E-2,16,28,8,52,19.739999999999998,41055,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2070,2230,160,7.7294685990338161E-2,16,32,2102,80,2182,3.8058991436726926E-2,77,136,16,229,24.65,51261,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1090,1350,260,0.23853211009174313,26,52,1142,130,1272,0.11383537653239929,44,78,26,148,35.92,74718,"Master's degree","None","Internship/residency"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1130,1350,220,0.19469026548672566,22,44,1174,110,1284,9.3696763202725727E-2,45,79,22,146,28.81,59923,"Master's degree","None","Internship/residency"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",960,910,-50,-5.2083333333333336E-2,-5,-10,950,-25,925,-2.6315789473684209E-2,34,60,-4,90,38.89,80902,"Bachelor's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",770,1030,260,0.33766233766233766,26,52,822,130,952,0.15815085158150852,41,67,26,134,27.66,57536,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",610,560,-50,-8.1967213114754092E-2,-5,-10,600,-25,575,-4.1666666666666664E-2,18,31,-5,44,40.61,84456,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2430,2790,360,0.14814814814814814,36,72,2502,180,2682,7.1942446043165464E-2,116,186,36,338,18.7,38903,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",680,870,190,0.27941176470588236,19,38,718,95,813,0.13231197771587744,35,57,20,112,18.61,38720,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",660,690,30,4.5454545454545456E-2,3,6,666,15,681,2.2522522522522521E-2,31,50,3,84,24.2,50337,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1230,1440,210,0.17073170731707318,21,42,1272,105,1377,8.254716981132075E-2,61,82,21,164,25.43,52896,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-2021","Directors, Religious Activities and Education",21,"Community and Social Service Occupations","21-2021 (Directors, Religious Activities and Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",550,630,80,0.14545454545454545,8,16,566,40,606,7.0671378091872794E-2,26,45,9,80,19.88,41350,"Bachelor's degree","<5 years","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",5840,6220,380,6.5068493150684928E-2,38,76,5916,190,6106,3.211629479377958E-2,120,130,38,288,70.66,146969,"Doctoral or professional degree","None","None"]
["23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",23,"Legal Occupations","23-1021 (Administrative Law Judges, Adjudicators, and Hearing Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,80,-20,-0.2,-2,-4,96,-10,86,-0.10416666666666667,2,2,-2,2,62.15,129269,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-1023","Judges, Magistrate Judges, and Magistrates",23,"Legal Occupations","23-1023 (Judges, Magistrate Judges, and Magistrates)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",250,210,-40,-0.16,-4,-8,242,-20,222,-8.2644628099173556E-2,4,5,-3,6,90.38,187973,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2270,2470,200,8.8105726872246701E-2,20,40,2310,100,2410,4.3290043290043288E-2,78,158,21,257,28.49,59273,"Associate's degree","None","None"]
["23-2093","Title Examiners, Abstractors, and Searchers",23,"Legal Occupations","23-2093 (Title Examiners, Abstractors, and Searchers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",970,1080,110,0.1134020618556701,11,22,992,55,1047,5.5443548387096774E-2,36,47,11,94,31.19,64858,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["23-2099","Legal Support Workers, All Other",23,"Legal Occupations","23-2099 (Legal Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",250,250,0,0,0,0,250,0,250,0,9,11,1,21,29.15,60644,"Associate's degree","None","None"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,5,7,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1500,1560,60,0.04,6,12,1512,30,1542,1.984126984126984E-2,60,110,5,175,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5370,5440,70,1.3035381750465549E-2,7,14,5384,35,5419,6.5007429420505204E-3,233,289,7,529,18.420000000000002,38324,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1420,1560,140,9.8591549295774641E-2,14,28,1448,70,1518,4.834254143646409E-2,64,80,14,158,0,57059,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",10560,11550,990,9.375E-2,99,198,10758,495,11253,4.6012269938650305E-2,365,409,99,873,0,79410,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",4480,4910,430,9.5982142857142863E-2,43,86,4566,215,4781,4.7087166009636444E-2,155,174,43,372,0,74546,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",8020,8780,760,9.4763092269326679E-2,76,152,8172,380,8552,4.6500244738130199E-2,257,314,76,647,0,78597,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1430,1560,130,9.0909090909090912E-2,13,26,1456,65,1521,4.4642857142857144E-2,50,55,13,118,0,73753,"Bachelor's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",790,860,70,8.8607594936708861E-2,7,14,804,35,839,4.3532338308457715E-2,27,30,7,64,0,69235,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",680,740,60,8.8235294117647065E-2,6,12,692,30,722,4.3352601156069363E-2,24,26,6,56,0,88336,"Bachelor's degree","None","None"]
["25-2059","Special Education Teachers, All Other",25,"Education, Training, and Library Occupations","25-2059 (Special Education Teachers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,9,2,19,0,78303,"Bachelor's degree","None","None"]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",25,"Education, Training, and Library Occupations","25-3011 (Adult Basic and Secondary Education and Literacy Teachers and Instructors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",440,400,-40,-9.0909090909090912E-2,-4,-8,432,-20,412,-4.6296296296296294E-2,26,20,-4,42,33.53,69742,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3510,4290,780,0.22222222222222221,78,156,3666,390,4056,0.10638297872340426,238,182,77,497,26.81,55759,"High school diploma or equivalent","<5 years","None"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",6170,6790,620,0.10048622366288493,62,124,6294,310,6604,4.9253257070225612E-2,395,303,62,760,21.05,43777,"Bachelor's degree","None","None"]
["25-4013","Museum Technicians and Conservators",25,"Education, Training, and Library Occupations","25-4013 (Museum Technicians and Conservators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,6,8,2,16,24.13,50174,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",850,850,0,0,0,0,850,0,850,0,46,32,0,78,37.78,78567,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",750,760,10,1.3333333333333334E-2,1,2,752,5,757,6.648936170212766E-3,59,39,1,99,25.74,53535,"Postsecondary non-degree award","None","None"]
["25-9011","Audio-Visual and Multimedia Collections Specialists",25,"Education, Training, and Library Occupations","25-9011 (Audio-Visual and Multimedia Collections Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,5,1,12,22.82,47453,"Bachelor's degree","<5 years","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1620,1750,130,8.0246913580246909E-2,13,26,1646,65,1711,3.9489671931956259E-2,80,69,13,162,32.99,68615,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",12250,13110,860,7.0204081632653056E-2,86,172,12422,430,12852,3.4616003864112059E-2,696,578,86,1360,0,36892,"Some college, no degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1340,1480,140,0.1044776119402985,14,28,1368,70,1438,5.1169590643274851E-2,67,58,14,139,22.54,46894,"Bachelor's degree","None","None"]
["27-1011","Art Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1011 (Art Directors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",670,770,100,0.14925373134328357,10,20,690,50,740,7.2463768115942032E-2,35,21,10,66,55.62,115682,"Bachelor's degree","≥5 years","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,7,4,1,12,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["27-1014","Multimedia Artists and Animators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1014 (Multimedia Artists and Animators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1110,1280,170,0.15315315315315314,17,34,1144,85,1229,7.4300699300699297E-2,58,35,17,110,40.31,83847,"Bachelor's degree","None","None"]
["27-1021","Commercial and Industrial Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1021 (Commercial and Industrial Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,10,15,2,27,32.19,66960,"Bachelor's degree","None","None"]
["27-1022","Fashion Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1022 (Fashion Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",160,210,50,0.3125,5,10,170,25,195,0.14705882352941177,6,10,5,21,33.909999999999997,70514,"Bachelor's degree","None","None"]
["27-1023","Floral Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1023 (Floral Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",230,150,-80,-0.34782608695652173,-8,-16,214,-40,174,-0.18691588785046728,7,10,-8,9,16.399999999999999,34110,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2390,2560,170,7.1129707112970716E-2,17,34,2424,85,2509,3.5066006600660067E-2,88,139,17,244,28.67,59638,"Bachelor's degree","None","None"]
["27-1025","Interior Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1025 (Interior Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",480,450,-30,-6.25E-2,-3,-6,474,-15,459,-3.1645569620253167E-2,16,26,-3,39,24.7,51362,"Bachelor's degree","None","None"]
["27-1027","Set and Exhibit Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1027 (Set and Exhibit Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,7,11,4,22,23.21,48286,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",410,530,120,0.29268292682926828,12,24,434,60,494,0.13824884792626729,12,29,12,53,36.79,76526,"Bachelor's degree","<5 years","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",4720,5320,600,0.1271186440677966,60,120,4840,300,5140,6.1983471074380167E-2,280,379,60,719,0,31987,"Bachelor's degree","None","None"]
["27-2023","Umpires, Referees, and Other Sports Officials",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2023 (Umpires, Referees, and Other Sports Officials)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",180,170,-10,-5.5555555555555552E-2,-1,-2,178,-5,173,-2.8089887640449437E-2,10,13,-1,22,0,38364,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",470,520,50,0.10638297872340426,5,10,480,25,505,5.2083333333333336E-2,28,18,5,51,28.47,59232,"Bachelor's degree","<5 years","None"]
["27-2042","Musicians and Singers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2042 (Musicians and Singers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1210,1410,200,0.16528925619834711,20,40,1250,100,1350,0.08,75,48,20,143,24.28,0,"No formal educational credential","None","Long-term on-the-job training"]
["27-3012","Public Address System and Other Announcers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3012 (Public Address System and Other Announcers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",120,120,0,0,0,0,120,0,120,0,5,6,0,11,14.36,29875,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-3022","Reporters and Correspondents",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3022 (Reporters and Correspondents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,4,9,-2,11,20.6,42843,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1730,1970,240,0.13872832369942195,24,48,1778,120,1898,6.7491563554555684E-2,52,125,24,201,36.47,75855,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",730,760,30,4.1095890410958902E-2,3,6,736,15,751,2.0380434782608696E-2,25,47,3,75,25.94,53932,"Bachelor's degree","<5 years","None"]
["27-3042","Technical Writers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3042 (Technical Writers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",780,940,160,0.20512820512820512,16,32,812,80,892,9.8522167487684734E-2,28,52,16,96,39.130000000000003,81380,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",750,890,140,0.18666666666666668,14,28,778,70,848,8.9974293059125965E-2,35,35,15,85,36,74870,"Bachelor's degree","None","Long-term on-the-job training"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",720,930,210,0.29166666666666669,21,42,762,105,867,0.13779527559055119,37,36,21,94,31.74,66036,"Bachelor's degree","None","None"]
["27-3099","Media and Communication Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3099 (Media and Communication Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",380,400,20,5.2631578947368418E-2,2,4,384,10,394,2.6041666666666668E-2,18,17,1,36,18.02,37481,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-4011","Audio and Video Equipment Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4011 (Audio and Video Equipment Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",750,930,180,0.24,18,36,786,90,876,0.11450381679389313,24,52,18,94,27.41,57019,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",910,590,-320,-0.35164835164835168,-32,-64,846,-160,686,-0.18912529550827423,32,26,-32,26,16.760000000000002,34861,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1011","Chiropractors",29,"Healthcare Practitioners and Technical Occupations","29-1011 (Chiropractors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",280,310,30,0.10714285714285714,3,6,286,15,301,5.2447552447552448E-2,5,2,3,10,36.92,76800,"Doctoral or professional degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1370,1560,190,0.13868613138686131,19,38,1408,95,1503,6.7471590909090912E-2,27,11,19,57,70.38,146390,"Doctoral or professional degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",460,560,100,0.21739130434782608,10,20,480,50,530,0.10416666666666667,16,14,11,41,37.049999999999997,77074,"Bachelor's degree","None","Internship/residency"]
["29-1041","Optometrists",29,"Healthcare Practitioners and Technical Occupations","29-1041 (Optometrists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",300,400,100,0.33333333333333331,10,20,320,50,370,0.15625,6,4,9,19,55.93,116332,"Doctoral or professional degree","None","None"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2130,2350,220,0.10328638497652583,22,44,2174,110,2284,5.0597976080956765E-2,52,43,22,117,70.510000000000005,146664,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",840,920,80,9.5238095238095233E-2,8,16,856,40,896,4.6728971962616821E-2,13,10,8,31,78.59,163460,"Doctoral or professional degree","None","Internship/residency"]
["29-1063","Internists, General",29,"Healthcare Practitioners and Technical Occupations","29-1063 (Internists, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",420,450,30,7.1428571428571425E-2,3,6,426,15,441,3.5211267605633804E-2,6,5,3,14,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1067","Surgeons",29,"Healthcare Practitioners and Technical Occupations","29-1067 (Surgeons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",210,210,0,0,0,0,210,0,210,0,3,2,0,5,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1620,1670,50,3.0864197530864196E-2,5,10,1630,25,1655,1.5337423312883436E-2,24,18,5,47,97.35,202484,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1490,1900,410,0.27516778523489932,41,82,1572,205,1777,0.13040712468193386,29,60,41,130,58.79,122272,"Master's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",710,850,140,0.19718309859154928,14,28,738,70,808,9.4850948509485097E-2,16,22,14,52,48.54,100948,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1760,2380,620,0.35227272727272729,62,124,1884,310,2194,0.16454352441613587,40,43,62,145,46.02,95728,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1070,1430,360,0.3364485981308411,36,72,1142,180,1322,0.15761821366024517,29,28,37,94,41.68,86711,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",600,680,80,0.13333333333333333,8,16,616,40,656,6.4935064935064929E-2,12,20,8,40,43.08,89595,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",540,650,110,0.20370370370370369,11,22,562,55,617,9.7864768683274025E-2,11,10,11,32,51.53,107203,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",20080,24840,4760,0.23705179282868527,476,952,21032,2380,23412,0.11316089767972613,643,488,476,1607,57.39,119368,"Bachelor's degree","None","None"]
["29-1151","Nurse Anesthetists",29,"Healthcare Practitioners and Technical Occupations","29-1151 (Nurse Anesthetists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",190,280,90,0.47368421052631576,9,18,208,45,253,0.21634615384615385,3,8,9,20,100.3,208618,"Master's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",920,1360,440,0.47826086956521741,44,88,1008,220,1228,0.21825396825396826,22,33,44,99,61.35,127624,"Master's degree","None","None"]
["29-1199","Health Diagnosing and Treating Practitioners, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1199 (Health Diagnosing and Treating Practitioners, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",370,460,90,0.24324324324324326,9,18,388,45,433,0.11597938144329897,17,4,9,30,27,56166,"Master's degree","None","None"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1940,2120,180,9.2783505154639179E-2,18,36,1976,90,2066,4.5546558704453441E-2,73,46,18,137,53.78,111864,"Associate's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",380,470,90,0.23684210526315788,9,18,398,45,443,0.11306532663316583,11,11,10,32,32,66554,"Associate's degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",560,800,240,0.42857142857142855,24,48,608,120,728,0.19736842105263158,18,17,24,59,48.02,99881,"Associate's degree","None","None"]
["29-2033","Nuclear Medicine Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2033 (Nuclear Medicine Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",160,200,40,0.25,4,8,168,20,188,0.11904761904761904,5,4,4,13,55.64,115723,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1720,2170,450,0.26162790697674421,45,90,1810,225,2035,0.12430939226519337,50,48,45,143,41.1,85482,"Associate's degree","None","None"]
["29-2035","Magnetic Resonance Imaging Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2035 (Magnetic Resonance Imaging Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",450,590,140,0.31111111111111112,14,28,478,70,548,0.14644351464435146,13,13,14,40,41.55,86426,"Associate's degree","<5 years","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1700,2340,640,0.37647058823529411,64,128,1828,320,2148,0.17505470459518599,35,83,64,182,19.350000000000001,40263,"Postsecondary non-degree award","None","None"]
["29-2051","Dietetic Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2051 (Dietetic Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,10,14,5,29,17.07,35511,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2010,2330,320,0.15920398009950248,32,64,2074,160,2234,7.7145612343297976E-2,70,96,32,198,20.87,43411,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,5,6,2,13,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",830,1120,290,0.3493975903614458,29,58,888,145,1033,0.16328828828828829,32,43,29,104,31.19,64868,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",820,1000,180,0.21951219512195122,18,36,856,90,946,0.10514018691588785,30,40,17,87,20.309999999999999,42243,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4780,5560,780,0.16317991631799164,78,156,4936,390,5326,7.9011345218800655E-2,182,180,78,440,28.32,58907,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1450,1790,340,0.23448275862068965,34,68,1518,170,1688,0.11198945981554677,47,48,34,129,25.23,52500,"Postsecondary non-degree award","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",590,750,160,0.2711864406779661,16,32,622,80,702,0.12861736334405144,22,25,16,63,20.28,42183,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",760,980,220,0.28947368421052633,22,44,804,110,914,0.13681592039800994,24,29,22,75,23.71,49321,"Postsecondary non-degree award","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",740,830,90,0.12162162162162163,9,18,758,45,803,5.9366754617414245E-2,18,22,9,49,40.29,83817,"Bachelor's degree","None","None"]
["29-9012","Occupational Health and Safety Technicians",29,"Healthcare Practitioners and Technical Occupations","29-9012 (Occupational Health and Safety Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",120,160,40,0.33333333333333331,4,8,128,20,148,0.15625,3,4,3,10,39.83,82832,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-9091","Athletic Trainers",29,"Healthcare Practitioners and Technical Occupations","29-9091 (Athletic Trainers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,3,2,8,0,48885,"Bachelor's degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",340,410,70,0.20588235294117646,7,14,354,35,389,9.8870056497175146E-2,8,10,6,24,38.729999999999997,80557,"Postsecondary non-degree award","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1770,2350,580,0.32768361581920902,58,116,1886,290,2176,0.1537645811240721,125,104,58,287,13.2,27454,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",8050,9510,1460,0.1813664596273292,146,292,8342,730,9072,8.7508990649724283E-2,534,444,146,1124,16.79,34911,"Postsecondary non-degree award","None","None"]
["31-1015","Orderlies",31,"Healthcare Support Occupations","31-1015 (Orderlies)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,21,17,4,42,16.91,35168,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",230,300,70,0.30434782608695654,7,14,244,35,279,0.14344262295081966,12,20,7,39,31.64,65811,"Associate's degree","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",350,480,130,0.37142857142857144,13,26,376,65,441,0.17287234042553193,18,30,12,60,13.57,28225,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1700,2140,440,0.25882352941176473,44,88,1788,220,2008,0.12304250559284116,126,69,43,238,22.67,47141,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4080,4520,440,0.10784313725490197,44,88,4168,220,4388,5.2783109404990404E-2,220,246,44,510,19.39,40332,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5460,7550,2090,0.38278388278388276,209,418,5878,1045,6923,0.17778155835318135,285,399,209,893,18.89,39283,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",510,620,110,0.21568627450980393,11,22,532,55,587,0.10338345864661654,35,34,10,79,23.63,49137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9094","Medical Transcriptionists",31,"Healthcare Support Occupations","31-9094 (Medical Transcriptionists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",450,450,0,0,0,0,450,0,450,0,30,23,0,53,14.85,30889,"Postsecondary non-degree award","None","None"]
["31-9095","Pharmacy Aides",31,"Healthcare Support Occupations","31-9095 (Pharmacy Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",420,400,-20,-4.7619047619047616E-2,-2,-4,416,-10,406,-2.403846153846154E-2,27,28,-1,54,17.11,35590,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",950,1150,200,0.21052631578947367,20,40,990,100,1090,0.10101010101010101,61,98,19,178,15.09,31383,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",610,750,140,0.22950819672131148,14,28,638,70,708,0.109717868338558,29,39,14,82,21.95,45660,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1140,1330,190,0.16666666666666666,19,38,1178,95,1273,8.0645161290322578E-2,78,74,19,171,29.72,61820,"High school diploma or equivalent","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",250,220,-30,-0.12,-3,-6,244,-15,229,-6.1475409836065573E-2,6,7,-3,10,75.45,156926,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",33,"Protective Service Occupations","33-1021 (First-Line Supervisors of Fire Fighting and Prevention Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",100,100,0,0,0,0,100,0,100,0,3,3,0,6,80.31,167057,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",520,550,30,5.7692307692307696E-2,3,6,526,15,541,2.8517110266159697E-2,24,27,3,54,28.27,58796,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1860,1750,-110,-5.9139784946236562E-2,-11,-22,1838,-55,1783,-2.9923830250272034E-2,40,76,-12,104,47.09,97945,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",340,270,-70,-0.20588235294117646,-7,-14,326,-35,291,-0.10736196319018405,11,14,-6,19,34.520000000000003,71797,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",390,330,-60,-0.15384615384615385,-6,-12,378,-30,348,-7.9365079365079361E-2,10,12,-6,16,57.8,120214,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-3041","Parking Enforcement Workers",33,"Protective Service Occupations","33-3041 (Parking Enforcement Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",110,70,-40,-0.36363636363636365,-4,-8,102,-20,82,-0.19607843137254902,5,3,-5,3,26.18,54445,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5120,4770,-350,-6.8359375E-2,-35,-70,5050,-175,4875,-3.4653465346534656E-2,120,193,-36,277,52.42,109023,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3052","Transit and Railroad Police",33,"Protective Service Occupations","33-3052 (Transit and Railroad Police)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9011","Animal Control Workers",33,"Protective Service Occupations","33-9011 (Animal Control Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,6,7,0,13,27,56152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9021","Private Detectives and Investigators",33,"Protective Service Occupations","33-9021 (Private Detectives and Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,19,16,4,39,37.619999999999997,78247,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",8610,9510,900,0.10452961672473868,90,180,8790,450,9240,5.1194539249146756E-2,537,639,90,1266,14.83,30848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1180,1180,0,0,0,0,1180,0,1180,0,164,125,0,289,12.53,26065,"No formal educational credential","None","Short-term on-the-job training"]
["33-9093","Transportation Security Screeners",33,"Protective Service Occupations","33-9093 (Transportation Security Screeners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",300,220,-80,-0.26666666666666666,-8,-16,284,-40,244,-0.14084507042253522,13,10,-8,15,22.08,45928,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1420,1480,60,4.2253521126760563E-2,6,12,1432,30,1462,2.094972067039106E-2,201,153,7,361,23.14,48129,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1090,1240,150,0.13761467889908258,15,30,1120,75,1195,6.6964285714285712E-2,37,106,15,158,18.34,38151,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",6220,7000,780,0.12540192926045016,78,156,6376,390,6766,6.1166875784190715E-2,296,631,78,1005,15.98,33255,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",6130,5900,-230,-3.7520391517128875E-2,-23,-46,6084,-115,5969,-1.8902038132807365E-2,352,481,-22,811,11.8,24543,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1910,2170,260,0.13612565445026178,26,52,1962,130,2092,6.6258919469928651E-2,119,163,26,308,17.52,36434,"No formal educational credential","None","Short-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",8720,10010,1290,0.14793577981651376,129,258,8978,645,9623,7.1842281131655153E-2,549,749,128,1426,14.44,30025,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1260,1290,30,2.3809523809523808E-2,3,6,1266,15,1281,1.1848341232227487E-2,74,102,3,179,13.52,28122,"No formal educational credential","None","Short-term on-the-job training"]
["35-2019","Cooks, All Other",35,"Food Preparation and Serving Related Occupations","35-2019 (Cooks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",270,320,50,0.18518518518518517,5,10,280,25,305,8.9285714285714288E-2,17,24,5,46,18.93,39375,"No formal educational credential","None","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",7330,8140,810,0.11050477489768076,81,162,7492,405,7897,5.4057661505605981E-2,618,670,81,1369,12.96,26950,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",4560,5000,440,9.6491228070175433E-2,44,88,4648,220,4868,4.7332185886402756E-2,230,549,44,823,14.65,30457,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",23430,27920,4490,0.19163465642338881,449,898,24328,2245,26573,9.2280499835580398E-2,2273,2378,448,5099,12.18,25325,"No formal educational credential","None","Short-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3910,4320,410,0.10485933503836317,41,82,3992,205,4197,5.1352705410821646E-2,494,388,41,923,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",15840,17410,1570,9.9116161616161616E-2,157,314,16154,785,16939,4.85947752878544E-2,1231,1886,157,3274,13.06,27166,"No formal educational credential","None","Short-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1390,1580,190,0.1366906474820144,19,38,1428,95,1523,6.6526610644257703E-2,112,104,19,235,13.63,28338,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3680,4080,400,0.10869565217391304,40,80,3760,200,3960,5.3191489361702128E-2,345,308,40,693,11.64,24224,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",5480,5850,370,6.7518248175182483E-2,37,74,5554,185,5739,3.3309326611451209E-2,419,451,37,907,11.94,24851,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2710,2960,250,9.2250922509225092E-2,25,50,2760,125,2885,4.5289855072463768E-2,327,311,25,663,11.89,24728,"No formal educational credential","None","Short-term on-the-job training"]
["35-9099","Food Preparation and Serving Related Workers, All Other",35,"Food Preparation and Serving Related Occupations","35-9099 (Food Preparation and Serving Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,15,13,0,28,14.17,29490,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1490,1640,150,0.10067114093959731,15,30,1520,75,1595,4.9342105263157895E-2,79,94,16,189,25.63,53323,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1510,1600,90,5.9602649006622516E-2,9,18,1528,45,1573,2.9450261780104712E-2,50,94,10,154,30.77,63990,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",15550,16920,1370,8.8102893890675243E-2,137,274,15824,685,16509,4.3288675429726996E-2,1057,1021,138,2216,16.75,34829,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",6910,7780,870,0.12590448625180897,87,174,7084,435,7519,6.14059853190288E-2,544,411,87,1042,14.48,30128,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",930,980,50,5.3763440860215055E-2,5,10,940,25,965,2.6595744680851064E-2,37,91,6,134,18.489999999999998,38481,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",8570,9130,560,6.5344224037339554E-2,56,112,8682,280,8962,3.2250633494586498E-2,413,632,56,1101,16.170000000000002,33625,"No formal educational credential","None","Short-term on-the-job training"]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3012 (Pesticide Handlers, Sprayers, and Applicators, Vegetation)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",260,250,-10,-3.8461538461538464E-2,-1,-2,258,-5,253,-1.937984496124031E-2,12,18,0,30,36.93,76796,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,6,0,9,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1800,2040,240,0.13333333333333333,24,48,1848,120,1968,6.4935064935064929E-2,92,86,24,202,23.57,49014,"High school diploma or equivalent","<5 years","None"]
["39-2011","Animal Trainers",39,"Personal Care and Service Occupations","39-2011 (Animal Trainers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",340,420,80,0.23529411764705882,8,16,356,40,396,0.11235955056179775,18,24,7,49,16.55,34428,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1910,2270,360,0.18848167539267016,36,72,1982,180,2162,9.081735620585267E-2,143,168,36,347,12.39,25787,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3011","Gaming Dealers",39,"Personal Care and Service Occupations","39-3011 (Gaming Dealers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",750,810,60,0.08,6,12,762,30,792,3.937007874015748E-2,46,69,6,121,11.69,24316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3031","Ushers, Lobby Attendants, and Ticket Takers",39,"Personal Care and Service Occupations","39-3031 (Ushers, Lobby Attendants, and Ticket Takers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",700,880,180,0.25714285714285712,18,36,736,90,826,0.12228260869565218,104,88,18,210,11.12,23123,"No formal educational credential","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2530,2760,230,9.0909090909090912E-2,23,46,2576,115,2691,4.4642857142857144E-2,279,314,23,616,12.03,25036,"No formal educational credential","None","Short-term on-the-job training"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2700,3230,530,0.1962962962962963,53,106,2806,265,3071,9.4440484675694936E-2,198,148,53,399,14.37,29881,"Postsecondary non-degree award","None","None"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3070,3690,620,0.20195439739413681,62,124,3194,310,3504,9.7056981840951781E-2,203,172,62,437,12.01,24985,"Postsecondary non-degree award","None","None"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",720,850,130,0.18055555555555555,13,26,746,65,811,8.7131367292225204E-2,47,40,13,100,14.23,29593,"Postsecondary non-degree award","None","None"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5920,6190,270,4.5608108108108107E-2,27,54,5974,135,6109,2.2597924338801471E-2,494,375,28,897,14.32,29778,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",43530,56410,12880,0.29588789340684585,1288,2576,46106,6440,52546,0.13967813299787446,3988,3004,1287,8279,11.88,24707,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2910,3100,190,6.5292096219931275E-2,19,38,2948,95,3043,3.2225237449118045E-2,196,300,19,515,21.4,44498,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3950,3910,-40,-1.0126582278481013E-2,-4,-8,3942,-20,3922,-5.0735667174023336E-3,257,393,-4,646,15.23,31681,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",450,500,50,0.1111111111111111,5,10,460,25,485,5.434782608695652E-2,32,47,4,83,17.739999999999998,36896,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9099","Personal Care and Service Workers, All Other",39,"Personal Care and Service Occupations","39-9099 (Personal Care and Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,10,12,1,23,14.61,30396,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",10260,10520,260,2.5341130604288498E-2,26,52,10312,130,10442,1.2606671838634601E-2,384,699,26,1109,20.98,43636,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3000,3270,270,0.09,27,54,3054,135,3189,4.4204322200392929E-2,104,174,27,305,35.04,72891,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",25140,25820,680,2.7048528241845664E-2,68,136,25276,340,25616,1.3451495489792688E-2,2392,2334,68,4794,12.46,25909,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",5710,5540,-170,-2.9772329246935202E-2,-17,-34,5676,-85,5591,-1.4975334742776604E-2,296,413,-17,692,15.13,31487,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1370,1430,60,4.3795620437956206E-2,6,12,1382,30,1412,2.1707670043415339E-2,61,110,6,177,16.39,34090,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",29220,28750,-470,-1.6084873374401096E-2,-47,-94,29126,-235,28891,-8.068392501545011E-3,1835,2300,-47,4088,12.92,26880,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",660,640,-20,-3.0303030303030304E-2,-2,-4,656,-10,646,-1.524390243902439E-2,24,56,-2,78,24.39,50732,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4640,5470,830,0.1788793103448276,83,166,4806,415,5221,8.6350395339159378E-2,205,272,83,560,36.6,76135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",2790,2810,20,7.1684587813620072E-3,2,4,2794,10,2804,3.5790980672870437E-3,73,184,2,259,24.06,50030,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",370,130,-240,-0.64864864864864868,-24,-48,322,-120,202,-0.37267080745341613,13,15,-24,4,25.25,52509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",8200,9210,1010,0.12317073170731707,101,202,8402,505,8907,6.0104736967388717E-2,275,751,101,1127,29.02,60350,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",3440,4110,670,0.19476744186046513,67,134,3574,335,3909,9.3732512590934527E-2,124,252,67,443,42.36,88128,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",10110,11960,1850,0.18298714144411474,185,370,10480,925,11405,8.8263358778625955E-2,364,739,185,1288,31.22,64926,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9011","Demonstrators and Product Promoters",41,"Sales and Related Occupations","41-9011 (Demonstrators and Product Promoters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1790,1940,150,8.3798882681564241E-2,15,30,1820,75,1895,4.1208791208791208E-2,187,127,15,329,14.79,30764,"No formal educational credential","None","Short-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1240,1350,110,8.8709677419354843E-2,11,22,1262,55,1317,4.3581616481774964E-2,66,50,11,127,28.57,59431,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2290,2480,190,8.296943231441048E-2,19,38,2328,95,2423,4.0807560137457045E-2,122,93,19,234,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",970,1180,210,0.21649484536082475,21,42,1012,105,1117,0.10375494071146245,25,83,21,129,56.82,118190,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-9041","Telemarketers",41,"Sales and Related Occupations","41-9041 (Telemarketers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",680,630,-50,-7.3529411764705885E-2,-5,-10,670,-25,645,-3.7313432835820892E-2,39,61,-5,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",720,680,-40,-5.5555555555555552E-2,-4,-8,712,-20,692,-2.8089887640449437E-2,47,26,-4,69,11.95,24855,"No formal educational credential","None","Short-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1570,1820,250,0.15923566878980891,25,50,1620,125,1745,7.716049382716049E-2,89,129,25,243,20.53,42685,"High school diploma or equivalent","None","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",11890,12580,690,5.8031959629941128E-2,69,138,12028,345,12373,2.8683072830063185E-2,475,706,70,1251,30.6,63626,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",940,750,-190,-0.20212765957446807,-19,-38,902,-95,807,-0.10532150776053215,53,56,-19,90,17.559999999999999,36542,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1440,1470,30,2.0833333333333332E-2,3,6,1446,15,1461,1.0373443983402489E-2,55,96,3,154,21.92,45591,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3380,3980,600,0.17751479289940827,60,120,3500,300,3800,8.5714285714285715E-2,157,202,60,419,22.48,46747,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",13010,13310,300,2.3059185242121444E-2,30,60,13070,150,13220,1.1476664116296864E-2,815,632,30,1477,24.75,51487,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1590,1630,40,2.5157232704402517E-2,4,8,1598,20,1618,1.2515644555694618E-2,68,90,4,162,28.05,58335,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",680,680,0,0,0,0,680,0,680,0,29,44,0,73,21.98,45714,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2980,2640,-340,-0.11409395973154363,-34,-68,2912,-170,2742,-5.837912087912088E-2,144,180,-34,290,15.56,32356,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3099","Financial Clerks, All Other",43,"Office and Administrative Support Occupations","43-3099 (Financial Clerks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1100,1190,90,8.1818181818181818E-2,9,18,1118,45,1163,4.0250447227191413E-2,43,75,9,127,17.66,36726,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4011","Brokerage Clerks",43,"Office and Administrative Support Occupations","43-4011 (Brokerage Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",330,340,10,3.0303030303030304E-2,1,2,332,5,337,1.5060240963855422E-2,8,25,1,34,28.25,58764,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",510,450,-60,-0.11764705882352941,-6,-12,498,-30,468,-6.0240963855421686E-2,21,19,-6,34,25.17,52346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4041","Credit Authorizers, Checkers, and Clerks",43,"Office and Administrative Support Occupations","43-4041 (Credit Authorizers, Checkers, and Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",160,150,-10,-6.25E-2,-1,-2,158,-5,153,-3.1645569620253167E-2,5,10,-1,14,20.29,42203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",14830,16400,1570,0.10586648685097774,157,314,15144,785,15929,5.183571051241416E-2,798,1172,157,2127,20.2,41998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1820,1570,-250,-0.13736263736263737,-25,-50,1770,-125,1645,-7.0621468926553674E-2,67,80,-25,122,29.22,60771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1320,1190,-130,-9.8484848484848481E-2,-13,-26,1294,-65,1229,-5.0231839258114377E-2,77,76,-13,140,16.91,35181,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1180,1320,140,0.11864406779661017,14,28,1208,70,1278,5.7947019867549666E-2,69,124,14,207,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1000,1080,80,0.08,8,16,1016,40,1056,3.937007874015748E-2,56,65,8,129,25.62,53298,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",670,660,-10,-1.4925373134328358E-2,-1,-2,668,-5,663,-7.4850299401197605E-3,53,40,-1,92,17.7,36808,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2000,2190,190,9.5000000000000001E-2,19,38,2038,95,2133,4.6614327772325811E-2,75,121,19,215,23.86,49614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4151","Order Clerks",43,"Office and Administrative Support Occupations","43-4151 (Order Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1910,2050,140,7.3298429319371722E-2,14,28,1938,70,2008,3.611971104231166E-2,92,129,14,235,18.97,39449,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",980,990,10,1.020408163265306E-2,1,2,982,5,987,5.0916496945010185E-3,42,66,1,109,23.32,48498,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",6970,7810,840,0.12051649928263988,84,168,7138,420,7558,5.8840011207621182E-2,459,490,84,1033,16.37,34055,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",520,450,-70,-0.13461538461538461,-7,-14,506,-35,471,-6.9169960474308304E-2,21,29,-6,44,15.8,32868,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1000,990,-10,-0.01,-1,-2,998,-5,993,-5.0100200400801601E-3,48,62,-2,108,25.28,52582,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5011","Cargo and Freight Agents",43,"Office and Administrative Support Occupations","43-5011 (Cargo and Freight Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",540,570,30,5.5555555555555552E-2,3,6,546,15,561,2.7472527472527472E-2,17,28,3,48,23.43,48743,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1050,1190,140,0.13333333333333333,14,28,1078,70,1148,6.4935064935064929E-2,52,49,14,115,18.329999999999998,38139,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",450,440,-10,-2.2222222222222223E-2,-1,-2,448,-5,443,-1.1160714285714286E-2,16,24,-1,39,37.619999999999997,78233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1820,1880,60,3.2967032967032968E-2,6,12,1832,30,1862,1.6375545851528384E-2,65,100,7,172,22.1,45959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",170,140,-30,-0.17647058823529413,-3,-6,164,-15,149,-9.1463414634146339E-2,5,6,-2,9,37.29,77568,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",520,470,-50,-9.6153846153846159E-2,-5,-10,510,-25,485,-4.9019607843137254E-2,25,14,-5,34,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2750,2500,-250,-9.0909090909090912E-2,-25,-50,2700,-125,2575,-4.6296296296296294E-2,101,74,-25,150,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1360,1170,-190,-0.13970588235294118,-19,-38,1322,-95,1227,-7.18608169440242E-2,54,36,-18,72,28.18,58611,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2880,3300,420,0.14583333333333334,42,84,2964,210,3174,7.08502024291498E-2,107,201,42,350,26.54,55213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",6090,6600,510,8.3743842364532015E-2,51,102,6192,255,6447,4.1182170542635656E-2,248,378,51,677,18,37443,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",15790,17430,1640,0.103863204559848,164,328,16118,820,16938,5.0874798362079664E-2,907,1183,164,2254,13.52,28128,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",760,830,70,9.2105263157894732E-2,7,14,774,35,809,4.5219638242894059E-2,31,45,6,82,18.489999999999998,38446,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",6320,5400,-920,-0.14556962025316456,-92,-184,6136,-460,5676,-7.4967405475880058E-2,316,307,-92,531,34.020000000000003,70771,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1110,880,-230,-0.2072072072072072,-23,-46,1064,-115,949,-0.10808270676691729,54,52,-23,83,30.08,62572,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5970,7120,1150,0.19262981574539365,115,230,6200,575,6775,9.2741935483870969E-2,353,343,115,811,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",16220,15610,-610,-3.76078914919852E-2,-61,-122,16098,-305,15793,-1.894645297552491E-2,857,834,-61,1630,22.45,46686,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",240,190,-50,-0.20833333333333334,-5,-10,230,-25,205,-0.10869565217391304,9,13,-5,17,29.43,61201,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1120,910,-210,-0.1875,-21,-42,1078,-105,973,-9.7402597402597407E-2,52,65,-20,97,18.989999999999998,39480,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",390,260,-130,-0.33333333333333331,-13,-26,364,-65,299,-0.17857142857142858,21,16,-13,24,20.239999999999998,42100,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9031","Desktop Publishers",43,"Office and Administrative Support Occupations","43-9031 (Desktop Publishers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,6,-2,8,18.82,39163,"Associate's degree","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3090,3810,720,0.23300970873786409,72,144,3234,360,3594,0.11131725417439703,147,194,72,413,19.2,39951,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",510,460,-50,-9.8039215686274508E-2,-5,-10,500,-25,475,-0.05,26,27,-6,47,16.850000000000001,35038,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",24380,23900,-480,-1.9688269073010665E-2,-48,-96,24284,-240,24044,-9.8830505682754085E-3,1417,1380,-48,2749,18.239999999999998,37934,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9071","Office Machine Operators, Except Computer",43,"Office and Administrative Support Occupations","43-9071 (Office Machine Operators, Except Computer)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",620,500,-120,-0.19354838709677419,-12,-24,596,-60,536,-0.10067114093959731,25,37,-12,50,15.81,32898,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9081","Proofreaders and Copy Markers",43,"Office and Administrative Support Occupations","43-9081 (Proofreaders and Copy Markers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,8,7,1,16,20.97,43636,"Bachelor's degree","None","None"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3150,3240,90,2.8571428571428571E-2,9,18,3168,45,3213,1.4204545454545454E-2,139,203,9,351,19.62,40800,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",610,590,-20,-3.2786885245901641E-2,-2,-4,606,-10,596,-1.65016501650165E-2,22,68,-2,88,12.2,25385,"No formal educational credential","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",200,180,-20,-0.1,-2,-4,196,-10,186,-5.1020408163265307E-2,7,22,-3,26,12.84,26698,"No formal educational credential","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4820,5800,980,0.2033195020746888,98,196,5016,490,5506,9.7687400318979267E-2,170,335,98,603,43.97,91465,"High school diploma or equivalent","≥5 years","None"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",490,570,80,0.16326530612244897,8,16,506,40,546,7.9051383399209488E-2,15,30,8,53,30.29,63016,"High school diploma or equivalent","None","Apprenticeship"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",12710,15430,2720,0.21400472069236823,272,544,13254,1360,14614,0.10261053266938283,484,782,272,1538,31.82,66191,"High school diploma or equivalent","None","Apprenticeship"]
["47-2041","Carpet Installers",47,"Construction and Extraction Occupations","47-2041 (Carpet Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1240,1440,200,0.16129032258064516,20,40,1280,100,1380,7.8125E-2,42,70,20,132,43.31,90080,"No formal educational credential","None","Short-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,11,19,8,38,21.26,44226,"No formal educational credential","None","Long-term on-the-job training"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1440,1760,320,0.22222222222222221,32,64,1504,160,1664,0.10638297872340426,61,109,32,202,26,54079,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",11150,13620,2470,0.22152466367713006,247,494,11644,1235,12879,0.10606320851940913,432,816,247,1495,27.41,57020,"No formal educational credential","None","Short-term on-the-job training"]
["47-2072","Pile-Driver Operators",47,"Construction and Extraction Occupations","47-2072 (Pile-Driver Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,6,11,7,24,44.93,93439,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2750,3270,520,0.18909090909090909,52,104,2854,260,3114,9.1100210231254378E-2,115,211,52,378,40.36,83953,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2110,2360,250,0.11848341232227488,25,50,2160,125,2285,5.7870370370370371E-2,68,124,24,216,44.41,92371,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2082","Tapers",47,"Construction and Extraction Occupations","47-2082 (Tapers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",440,490,50,0.11363636363636363,5,10,450,25,475,5.5555555555555552E-2,14,26,5,45,46.04,95760,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5140,5870,730,0.14202334630350194,73,146,5286,365,5651,6.9050321604237602E-2,192,409,72,673,42.28,87943,"High school diploma or equivalent","None","Apprenticeship"]
["47-2121","Glaziers",47,"Construction and Extraction Occupations","47-2121 (Glaziers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",400,460,60,0.15,6,12,412,30,442,7.281553398058252E-2,16,33,6,55,26.9,55952,"High school diploma or equivalent","None","Apprenticeship"]
["47-2131","Insulation Workers, Floor, Ceiling, and Wall",47,"Construction and Extraction Occupations","47-2131 (Insulation Workers, Floor, Ceiling, and Wall)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,8,22,3,33,42.02,87383,"No formal educational credential","None","Short-term on-the-job training"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",6040,7030,990,0.16390728476821192,99,198,6238,495,6733,7.9352356524527087E-2,223,326,98,647,26.5,55137,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",290,350,60,0.20689655172413793,6,12,302,30,332,9.9337748344370855E-2,12,21,6,39,27.54,57295,"No formal educational credential","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4470,5270,800,0.17897091722595079,80,160,4630,400,5030,8.6393088552915762E-2,177,326,81,584,30.49,63433,"High school diploma or equivalent","None","Apprenticeship"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1870,2170,300,0.16042780748663102,30,60,1930,150,2080,7.7720207253886009E-2,58,137,30,225,23.46,48786,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",820,960,140,0.17073170731707318,14,28,848,70,918,8.254716981132075E-2,31,61,14,106,24.35,50638,"High school diploma or equivalent","None","Apprenticeship"]
["47-2221","Structural Iron and Steel Workers",47,"Construction and Extraction Occupations","47-2221 (Structural Iron and Steel Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",750,890,140,0.18666666666666668,14,28,778,70,848,8.9974293059125965E-2,24,62,14,100,27.47,57142,"High school diploma or equivalent","None","Apprenticeship"]
["47-2231","Solar Photovoltaic Installers",47,"Construction and Extraction Occupations","47-2231 (Solar Photovoltaic Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1060,2340,1280,1.2075471698113207,128,256,1316,640,1956,0.48632218844984804,68,110,128,306,18.940000000000001,39401,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-3012","Helpers--Carpenters",47,"Construction and Extraction Occupations","47-3012 (Helpers--Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,5,10,2,17,17.649999999999999,36704,"No formal educational credential","None","Short-term on-the-job training"]
["47-3013","Helpers--Electricians",47,"Construction and Extraction Occupations","47-3013 (Helpers--Electricians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",600,660,60,0.1,6,12,612,30,642,4.9019607843137254E-2,27,61,6,94,19.88,41345,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-3015 (Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",330,390,60,0.18181818181818182,6,12,342,30,372,8.771929824561403E-2,15,35,6,56,16.12,33538,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-3019","Helpers, Construction Trades, All Other",47,"Construction and Extraction Occupations","47-3019 (Helpers, Construction Trades, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,6,13,2,21,14.72,30607,"No formal educational credential","None","Short-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1510,1730,220,0.14569536423841059,22,44,1554,110,1664,7.0785070785070792E-2,80,92,23,195,48.55,100982,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4031","Fence Erectors",47,"Construction and Extraction Occupations","47-4031 (Fence Erectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,12,27,8,47,17.16,35706,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-4041","Hazardous Materials Removal Workers",47,"Construction and Extraction Occupations","47-4041 (Hazardous Materials Removal Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1050,1320,270,0.25714285714285712,27,54,1104,135,1239,0.12228260869565218,47,93,27,167,21.45,44613,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",630,640,10,1.5873015873015872E-2,1,2,632,5,637,7.9113924050632917E-3,27,36,1,64,31.55,65631,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",47,"Construction and Extraction Occupations","47-4071 (Septic Tank Servicers and Sewer Pipe Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,18,26,4,48,24.3,50537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",110,110,0,0,0,0,110,0,110,0,4,8,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2960,3180,220,7.4324324324324328E-2,22,44,3004,110,3114,3.661784287616511E-2,99,158,21,278,39.08,81283,"High school diploma or equivalent","<5 years","None"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1090,1050,-40,-3.669724770642202E-2,-4,-8,1082,-20,1062,-1.8484288354898338E-2,35,68,-4,99,20.12,41850,"Some college, no degree","None","Short-term on-the-job training"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3090,2520,-570,-0.18446601941747573,-57,-114,2976,-285,2691,-9.5766129032258063E-2,93,198,-57,234,30.66,63775,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-2092","Electric Motor, Power Tool, and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2092 (Electric Motor, Power Tool, and Related Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",290,270,-20,-6.8965517241379309E-2,-2,-4,286,-10,276,-3.4965034965034968E-2,9,17,-2,24,41.1,85477,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2093 (Electrical and Electronics Installers and Repairers, Transportation Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",430,430,0,0,0,0,430,0,430,0,11,26,0,37,39.58,82309,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",590,660,70,0.11864406779661017,7,14,604,35,639,5.7947019867549666E-2,16,38,8,62,35.36,73555,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2095","Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",49,"Installation, Maintenance, and Repair Occupations","49-2095 (Electrical and Electronics Repairers, Powerhouse, Substation, and Relay)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,3,8,2,13,45.54,94718,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["49-2097","Electronic Home Entertainment Equipment Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2097 (Electronic Home Entertainment Equipment Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",330,300,-30,-9.0909090909090912E-2,-3,-6,324,-15,309,-4.6296296296296294E-2,11,21,-3,29,22.32,46420,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",640,760,120,0.1875,12,24,664,60,724,9.036144578313253E-2,23,52,12,87,27.88,57976,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",390,390,0,0,0,0,390,0,390,0,12,17,0,29,35.68,74205,"Postsecondary non-degree award","None","None"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",5040,5300,260,5.1587301587301584E-2,26,52,5092,130,5222,2.5530243519245877E-2,163,312,26,501,24.31,50573,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2010,2160,150,7.4626865671641784E-2,15,30,2040,75,2115,3.6764705882352942E-2,64,119,15,198,27.46,57123,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",790,890,100,0.12658227848101267,10,20,810,50,860,6.1728395061728392E-2,26,53,10,89,35.159999999999997,73128,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3043","Rail Car Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3043 (Rail Car Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,6,12,2,20,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3051","Motorboat Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3051 (Motorboat Mechanics and Service Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",130,130,0,0,0,0,130,0,130,0,5,8,-1,12,26.62,55367,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3052","Motorcycle Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3052 (Motorcycle Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",130,170,40,0.30769230769230771,4,8,138,20,158,0.14492753623188406,6,9,4,19,20.99,43668,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",620,630,10,1.6129032258064516E-2,1,2,622,5,627,8.0385852090032149E-3,23,53,1,77,13.27,27602,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9011","Mechanical Door Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9011 (Mechanical Door Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,4,8,2,14,20.84,43343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,4,8,0,12,38.14,79343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1730,2010,280,0.16184971098265896,28,56,1786,140,1926,7.8387458006718924E-2,52,125,28,205,25.24,52493,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9031","Home Appliance Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9031 (Home Appliance Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",620,570,-50,-8.0645161290322578E-2,-5,-10,610,-25,585,-4.0983606557377046E-2,29,26,-5,50,27.02,56209,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1490,1720,230,0.15436241610738255,23,46,1536,115,1651,7.4869791666666671E-2,54,83,23,160,34.909999999999997,72620,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",470,510,40,8.5106382978723402E-2,4,8,478,20,498,4.1841004184100417E-2,21,28,4,53,32.770000000000003,68172,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",310,310,0,0,0,0,310,0,310,0,8,16,0,24,54.5,113374,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1110,1010,-100,-9.0090090090090086E-2,-10,-20,1090,-50,1040,-4.5871559633027525E-2,26,79,-10,95,30.3,63034,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9062","Medical Equipment Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9062 (Medical Equipment Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",200,210,10,0.05,1,2,202,5,207,2.4752475247524754E-2,8,10,1,19,25.12,52259,"Associate's degree","None","Moderate-term on-the-job training"]
["49-9069","Precision Instrument and Equipment Repairers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9069 (Precision Instrument and Equipment Repairers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",230,250,20,8.6956521739130432E-2,2,4,234,10,244,4.2735042735042736E-2,9,11,2,22,45.27,94160,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",7460,7930,470,6.3002680965147453E-2,47,94,7554,235,7789,3.1109346041832141E-2,314,428,46,788,22.48,46765,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9091 (Coin, Vending, and Amusement Machine Servicers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,7,-2,9,19.7,40987,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1040,1130,90,8.6538461538461536E-2,9,18,1058,45,1103,4.2533081285444231E-2,52,82,9,143,15.34,31908,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1730,1870,140,8.0924855491329481E-2,14,28,1758,70,1828,3.981797497155859E-2,66,103,14,183,24.96,51914,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",3840,4360,520,0.13541666666666666,52,104,3944,260,4204,6.5922920892494935E-2,131,262,52,445,34.31,71362,"High school diploma or equivalent","<5 years","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,6,1,10,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",300,320,20,6.6666666666666666E-2,2,4,304,10,314,3.2894736842105261E-2,11,23,2,36,16.88,35108,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",1560,1640,80,5.128205128205128E-2,8,16,1576,40,1616,2.5380710659898477E-2,63,116,8,187,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2630,3020,390,0.14828897338403041,39,78,2708,195,2903,7.2008862629246675E-2,181,212,40,433,14.94,31075,"No formal educational credential","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1680,1780,100,5.9523809523809521E-2,10,20,1700,50,1750,2.9411764705882353E-2,78,132,10,220,14.82,30829,"No formal educational credential","None","Long-term on-the-job training"]
["51-3092","Food Batchmakers",51,"Production Occupations","51-3092 (Food Batchmakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1630,1800,170,0.10429447852760736,17,34,1664,85,1749,5.1081730769230768E-2,94,144,17,255,14.17,29458,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3093","Food Cooking Machine Operators and Tenders",51,"Production Occupations","51-3093 (Food Cooking Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",300,320,20,6.6666666666666666E-2,2,4,304,10,314,3.2894736842105261E-2,17,25,2,44,15.41,32058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3099","Food Processing Workers, All Other",51,"Production Occupations","51-3099 (Food Processing Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,13,20,4,37,11.77,24483,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",470,540,70,0.14893617021276595,7,14,484,35,519,7.2314049586776855E-2,14,36,7,57,19.89,41372,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",51,"Production Occupations","51-4012 (Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",150,190,40,0.26666666666666666,4,8,158,20,178,0.12658227848101267,5,12,4,21,38.83,80768,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4021 (Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",230,270,40,0.17391304347826086,4,8,238,20,258,8.4033613445378158E-2,6,19,4,29,22.38,46571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4023 (Rolling Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",120,90,-30,-0.25,-3,-6,114,-15,99,-0.13157894736842105,3,7,-3,7,19.07,39652,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",940,910,-30,-3.1914893617021274E-2,-3,-6,934,-15,919,-1.6059957173447537E-2,34,70,-3,101,15.25,31730,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4032 (Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,5,9,-1,13,17.760000000000002,36930,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4033 (Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",470,480,10,2.1276595744680851E-2,1,2,472,5,477,1.059322033898305E-2,16,33,1,50,18.05,37523,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4034 (Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",400,390,-10,-2.5000000000000001E-2,-1,-2,398,-5,393,-1.2562814070351759E-2,12,27,-1,38,15.42,32078,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4035 (Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,7,-2,9,19.510000000000002,40573,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2470,2580,110,4.4534412955465584E-2,11,22,2492,55,2547,2.2070626003210272E-2,88,164,11,263,24.49,50942,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4072 (Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",470,560,90,0.19148936170212766,9,18,488,45,533,9.2213114754098366E-2,19,39,9,67,17.03,35425,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4081 (Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",150,150,0,0,0,0,150,0,150,0,6,10,-1,15,22.15,46060,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4111","Tool and Die Makers",51,"Production Occupations","51-4111 (Tool and Die Makers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",180,220,40,0.22222222222222221,4,8,188,20,208,0.10638297872340426,8,11,4,23,23.98,49877,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1670,1970,300,0.17964071856287425,30,60,1730,150,1880,8.6705202312138727E-2,48,142,30,220,22.85,47513,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",920,860,-60,-6.5217391304347824E-2,-6,-12,908,-30,878,-3.3039647577092511E-2,35,58,-5,88,17.71,36837,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5113","Print Binding and Finishing Workers",51,"Production Occupations","51-5113 (Print Binding and Finishing Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",390,360,-30,-7.6923076923076927E-2,-3,-6,384,-15,369,-3.90625E-2,28,21,-3,46,15.75,32774,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1530,1440,-90,-5.8823529411764705E-2,-9,-18,1512,-45,1467,-2.976190476190476E-2,100,100,-9,191,13.35,27748,"No formal educational credential","None","Short-term on-the-job training"]
["51-6021","Pressers, Textile, Garment, and Related Materials",51,"Production Occupations","51-6021 (Pressers, Textile, Garment, and Related Materials)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",410,330,-80,-0.1951219512195122,-8,-16,394,-40,354,-0.10152284263959391,22,24,-8,38,13.18,27421,"No formal educational credential","None","Short-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",730,840,110,0.15068493150684931,11,22,752,55,807,7.3138297872340427E-2,45,38,12,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,9,4,-1,12,15.51,32252,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",570,860,290,0.50877192982456143,29,58,628,145,773,0.23089171974522293,33,40,29,102,17.899999999999999,37237,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",51,"Production Occupations","51-7041 (Sawing Machine Setters, Operators, and Tenders, Wood)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",170,220,50,0.29411764705882354,5,10,180,25,205,0.1388888888888889,8,14,5,27,10.53,21904,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",280,260,-20,-7.1428571428571425E-2,-2,-4,276,-10,266,-3.6231884057971016E-2,6,16,-2,20,52.34,108865,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",350,390,40,0.11428571428571428,4,8,358,20,378,5.5865921787709494E-2,12,26,3,41,40.159999999999997,83542,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",700,600,-100,-0.14285714285714285,-10,-20,680,-50,630,-7.3529411764705885E-2,18,35,-10,43,47.86,99560,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",51,"Production Occupations","51-8093 (Petroleum Pump System Operators, Refinery Operators, and Gaugers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1680,2180,500,0.29761904761904762,50,100,1780,250,2030,0.1404494382022472,45,145,50,240,43.74,90963,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",130,110,-20,-0.15384615384615385,-2,-4,126,-10,116,-7.9365079365079361E-2,3,9,-2,10,39.58,82324,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9011","Chemical Equipment Operators and Tenders",51,"Production Occupations","51-9011 (Chemical Equipment Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",200,200,0,0,0,0,200,0,200,0,6,16,-1,21,29.24,60819,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,11,32,4,47,20.93,43542,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9022","Grinding and Polishing Workers, Hand",51,"Production Occupations","51-9022 (Grinding and Polishing Workers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",300,300,0,0,0,0,300,0,300,0,11,22,0,33,16.66,34668,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1070,1060,-10,-9.3457943925233638E-3,-1,-2,1068,-5,1063,-4.6816479400749065E-3,38,80,0,118,24.18,50277,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9031","Cutters and Trimmers, Hand",51,"Production Occupations","51-9031 (Cutters and Trimmers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",110,160,50,0.45454545454545453,5,10,120,25,145,0.20833333333333334,5,11,5,21,14.32,29775,"No formal educational credential","None","Short-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",340,420,80,0.23529411764705882,8,16,356,40,396,0.11235955056179775,14,29,8,51,19.97,41546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9041 (Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,14,29,2,45,18.87,39263,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",4050,3970,-80,-1.9753086419753086E-2,-8,-16,4034,-40,3994,-9.91571641051066E-3,167,307,-8,466,21.19,44074,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9081","Dental Laboratory Technicians",51,"Production Occupations","51-9081 (Dental Laboratory Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",270,340,70,0.25925925925925924,7,14,284,35,319,0.12323943661971831,13,21,7,41,19.03,39581,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",3100,3430,330,0.1064516129032258,33,66,3166,165,3331,5.211623499684144E-2,154,217,33,404,15.05,31300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9121 (Coating, Painting, and Spraying Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",450,570,120,0.26666666666666666,12,24,474,60,534,0.12658227848101267,15,38,12,65,19.809999999999999,41198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",330,340,10,3.0303030303030304E-2,1,2,332,5,337,1.5060240963855422E-2,10,25,1,36,23.27,48393,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9191","Adhesive Bonding Machine Operators and Tenders",51,"Production Occupations","51-9191 (Adhesive Bonding Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,7,9,4,20,19.579999999999998,40727,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",51,"Production Occupations","51-9192 (Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,13,1,21,26.82,55783,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,6,9,2,17,14.35,29857,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",570,410,-160,-0.2807017543859649,-16,-32,538,-80,458,-0.14869888475836432,18,32,-16,34,16.18,33654,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2730,3290,560,0.20512820512820512,56,112,2842,280,3122,9.8522167487684734E-2,162,287,56,505,14.53,30236,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1510,1740,230,0.15231788079470199,23,46,1556,115,1671,7.3907455012853465E-2,64,119,23,206,13.75,28588,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",1560,1590,30,1.9230769230769232E-2,3,6,1566,15,1581,9.5785440613026813E-3,62,114,2,178,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,5,10,1,16,0,86037,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2021","Air Traffic Controllers",53,"Transportation and Material Moving Occupations","53-2021 (Air Traffic Controllers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",420,310,-110,-0.26190476190476192,-11,-22,398,-55,343,-0.13819095477386933,12,21,-11,22,0,0,"Associate's degree","None","Long-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2080,2180,100,4.807692307692308E-2,10,20,2100,50,2150,2.3809523809523808E-2,167,87,10,264,25.57,53188,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",1740,1820,80,4.5977011494252873E-2,8,16,1756,40,1796,2.2779043280182234E-2,139,73,8,220,19.670000000000002,40916,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2500,2640,140,5.6000000000000001E-2,14,28,2528,70,2598,2.7689873417721517E-2,109,162,14,285,19.149999999999999,39842,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",8750,9480,730,8.3428571428571435E-2,73,146,8896,365,9261,4.1029676258992807E-2,386,572,73,1031,22.58,46969,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",9380,10500,1120,0.11940298507462686,112,224,9604,560,10164,5.8309037900874633E-2,422,625,112,1159,18.149999999999999,37755,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1190,1480,290,0.24369747899159663,29,58,1248,145,1393,0.11618589743589744,79,54,29,162,14.8,30783,"No formal educational credential","None","Short-term on-the-job training"]
["53-3099","Motor Vehicle Operators, All Other",53,"Transportation and Material Moving Occupations","53-3099 (Motor Vehicle Operators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,20,10,1,31,27.54,57289,"No formal educational credential","None","Short-term on-the-job training"]
["53-4041","Subway and Streetcar Operators",53,"Transportation and Material Moving Occupations","53-4041 (Subway and Streetcar Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",500,470,-30,-0.06,-3,-6,494,-15,479,-3.0364372469635626E-2,16,29,-3,42,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-5021","Captains, Mates, and Pilots of Water Vessels",53,"Transportation and Material Moving Occupations","53-5021 (Captains, Mates, and Pilots of Water Vessels)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",230,180,-50,-0.21739130434782608,-5,-10,220,-25,195,-0.11363636363636363,7,14,-4,17,35.299999999999997,73414,"Postsecondary non-degree award","<5 years","None"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",740,740,0,0,0,0,740,0,740,0,44,65,0,109,14.09,29316,"No formal educational credential","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",940,1050,110,0.11702127659574468,11,22,962,55,1017,5.7172557172557176E-2,53,108,12,173,12.34,25669,"No formal educational credential","None","Short-term on-the-job training"]
["53-6051","Transportation Inspectors",53,"Transportation and Material Moving Occupations","53-6051 (Transportation Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,4,6,-1,9,26.37,54861,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",160,140,-20,-0.125,-2,-4,156,-10,146,-6.4102564102564097E-2,6,10,-2,14,27.71,57640,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-7011","Conveyor Operators and Tenders",53,"Transportation and Material Moving Occupations","53-7011 (Conveyor Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",100,100,0,0,0,0,100,0,100,0,5,8,0,13,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["53-7021","Crane and Tower Operators",53,"Transportation and Material Moving Occupations","53-7021 (Crane and Tower Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",190,180,-10,-5.2631578947368418E-2,-1,-2,188,-5,183,-2.6595744680851064E-2,6,13,-1,18,32.03,66637,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7032","Excavating and Loading Machine and Dragline Operators",53,"Transportation and Material Moving Occupations","53-7032 (Excavating and Loading Machine and Dragline Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,9,1,14,30.06,62526,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2870,3340,470,0.16376306620209058,47,94,2964,235,3199,7.9284750337381915E-2,108,232,47,387,18.809999999999999,39119,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",2850,3170,320,0.11228070175438597,32,64,2914,160,3074,5.4907343857240908E-2,155,261,32,448,13.6,28293,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",18760,21040,2280,0.12153518123667377,228,456,19216,1140,20356,5.93255620316403E-2,986,1701,228,2915,15.63,32497,"No formal educational credential","None","Short-term on-the-job training"]
["53-7063","Machine Feeders and Offbearers",53,"Transportation and Material Moving Occupations","53-7063 (Machine Feeders and Offbearers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,11,16,-1,26,12.59,26196,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",4500,4720,220,4.8888888888888891E-2,22,44,4544,110,4654,2.4207746478873238E-2,312,376,22,710,12.33,25649,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",1570,1560,-10,-6.369426751592357E-3,-1,-2,1568,-5,1563,-3.1887755102040817E-3,71,114,-1,184,30.26,62929,"No formal educational credential","None","Short-term on-the-job training"]
["53-7199","Material Moving Workers, All Other",53,"Transportation and Material Moving Occupations","53-7199 (Material Moving Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Low Skill",600,670,70,0.11666666666666667,7,14,614,35,649,5.7003257328990226E-2,28,46,6,80,14.14,29398,"No formal educational credential","None","Short-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,6,12,-1,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",220,270,50,0.22727272727272727,5,10,230,25,255,0.10869565217391304,10,18,6,34,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",350,360,10,2.8571428571428571E-2,1,2,352,5,357,1.4204545454545454E-2,14,26,1,41,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Middle Skill",2530,2560,30,1.1857707509881422E-2,3,6,2536,15,2551,5.9148264984227126E-3,76,140,4,220,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",130,130,0,0,0,0,130,0,130,0,4,7,0,11,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",220,200,-20,-9.0909090909090912E-2,-2,-4,216,-10,206,-4.6296296296296294E-2,6,12,-1,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",80,80,0,0,0,0,80,0,80,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",4480,4520,40,8.9285714285714281E-3,4,8,4488,20,4508,4.4563279857397506E-3,134,249,4,387,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",1930,1890,-40,-2.072538860103627E-2,-4,-8,1922,-20,1902,-1.040582726326743E-2,57,106,-4,159,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,5,9,1,15,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,14,2,24,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",350,350,0,0,0,0,350,0,350,0,10,19,0,29,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",470,570,100,0.21276595744680851,10,20,490,50,540,0.10204081632653061,19,34,10,63,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,8,2,14,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,6,2,12,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",650,770,120,0.18461538461538463,12,24,674,60,734,8.9020771513353122E-2,26,47,12,85,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",630,740,110,0.17460317460317459,11,22,652,55,707,8.4355828220858894E-2,25,45,11,81,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",160,140,-20,-0.125,-2,-4,156,-10,146,-6.4102564102564097E-2,6,10,-2,14,0,0,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,8,15,2,25,0,0,"Bachelor's degree","None","None"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",1160,1400,240,0.20689655172413793,24,48,1208,120,1328,9.9337748344370855E-2,47,84,25,156,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,7,12,4,23,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",280,330,50,0.17857142857142858,5,10,290,25,315,8.6206896551724144E-2,11,20,5,36,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,5,1,9,0,0,"Master's degree","None","Internship/Residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",710,810,100,0.14084507042253522,10,20,730,50,780,6.8493150684931503E-2,28,50,10,88,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",880,1150,270,0.30681818181818182,27,54,934,135,1069,0.14453961456102785,37,66,27,130,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,6,10,3,19,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","High Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,8,2,14,0,0,"Master's degree","None","Internship/residency"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,12,21,6,39,0,0,"Master's degree","None","Internship/residency"]
["25-1011","Business Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1011 (Business Teachers, Postsecondary)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,14,15,7,36,0,0,"Doctoral or professional degree","None","None"]
["25-1011","Business Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1011 (Business Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,12,13,4,29,0,0,"Doctoral or professional degree","None","None"]
["25-1011","Business Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1011 (Business Teachers, Postsecondary)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,0,4,0,0,"Doctoral or professional degree","None","None"]
["25-1021","Computer Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1021 (Computer Science Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",190,180,-10,-5.2631578947368418E-2,-1,-2,188,-5,183,-2.6595744680851064E-2,7,7,0,14,0,103517,"Doctoral or professional degree","None","None"]
["25-1021","Computer Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1021 (Computer Science Teachers, Postsecondary)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["25-1021","Computer Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1021 (Computer Science Teachers, Postsecondary)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,0,0,"Doctoral or professional degree","None","None"]
["25-1022","Mathematical Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1022 (Mathematical Science Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,7,8,1,16,0,0,"Doctoral or professional degree","None","None"]
["25-1031","Architecture Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1031 (Architecture Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,100,0,0,0,0,100,0,100,0,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["25-1032","Engineering Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1032 (Engineering Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",340,360,20,5.8823529411764705E-2,2,4,344,10,354,2.9069767441860465E-2,13,13,2,28,0,0,"Doctoral or professional degree","None","None"]
["25-1032","Engineering Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1032 (Engineering Teachers, Postsecondary)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,90,0,0,0,0,90,0,90,0,3,3,0,6,0,0,"Doctoral or professional degree","None","None"]
["25-1032","Engineering Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1032 (Engineering Teachers, Postsecondary)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["25-1042","Biological Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1042 (Biological Science Teachers, Postsecondary)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",660,820,160,0.24242424242424243,16,32,692,80,772,0.11560693641618497,27,28,16,71,0,0,"Doctoral or professional degree","None","None"]
["25-1042","Biological Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1042 (Biological Science Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,8,9,3,20,0,0,"Doctoral or professional degree","None","None"]
["25-1042","Biological Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1042 (Biological Science Teachers, Postsecondary)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,7,7,3,17,0,0,"Doctoral or professional degree","None","None"]
["25-1054","Physics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1054 (Physics Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",170,170,0,0,0,0,170,0,170,0,6,6,0,12,0,0,"Doctoral or professional degree","None","None"]
["25-1054","Physics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1054 (Physics Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,4,1,9,0,0,"Doctoral or professional degree","None","None"]
["25-1062","Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1062 (Area, Ethnic, and Cultural Studies Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",220,230,10,4.5454545454545456E-2,1,2,222,5,227,2.2522522522522521E-2,8,9,1,18,0,0,"Doctoral or professional degree","None","None"]
["25-1063","Economics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1063 (Economics Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["25-1066","Psychology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1066 (Psychology Teachers, Postsecondary)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,4,1,9,0,0,"Doctoral or professional degree","None","None"]
["25-1066","Psychology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1066 (Psychology Teachers, Postsecondary)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,6,6,3,15,0,0,"Doctoral or professional degree","None","None"]
["25-1066","Psychology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1066 (Psychology Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",490,570,80,0.16326530612244897,8,16,506,40,546,7.9051383399209488E-2,20,20,8,48,0,0,"Doctoral or professional degree","None","None"]
["25-1069","Social Sciences Teachers, Postsecondary, All Other",25,"Education, Training, and Library Occupations","25-1069 (Social Sciences Teachers, Postsecondary, All Other)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,8,8,3,19,0,0,"Doctoral or professional degree","None","None"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",310,290,-20,-6.4516129032258063E-2,-2,-4,306,-10,296,-3.2679738562091505E-2,9,12,-2,19,0,0,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",2360,2620,260,0.11016949152542373,26,52,2412,130,2542,5.3897180762852402E-2,52,149,26,227,61.52,127964,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,56440,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,6,16,2,24,62.1,129179,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",460,480,20,4.3478260869565216E-2,2,4,464,10,474,2.1551724137931036E-2,11,29,2,42,47.77,99367,"Bachelor's degree","<5 years","None"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,53.14,110542,"Bachelor's degree","≥5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",370,440,70,0.1891891891891892,7,14,384,35,419,9.1145833333333329E-2,12,20,6,38,50.36,104735,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,6,20,4,30,77.39,160991,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,16,34,7,57,63.34,131751,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,66.05,137384,"Bachelor's degree","≥5 years","None"]
["11-3061","Purchasing Managers",11,"Management Occupations","11-3061 (Purchasing Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,50,0,0,0,0,50,0,50,0,1,2,0,3,63.24,131526,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",80,80,0,0,0,0,80,0,80,0,2,4,0,6,54.06,112451,"High school diploma or equivalent","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,4,9,1,14,59.14,123024,"Bachelor's degree","≥5 years","None"]
["11-3131","Training and Development Managers",11,"Management Occupations","11-3131 (Training and Development Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,66.959999999999994,139283,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",570,660,90,0.15789473684210525,9,18,588,45,633,7.6530612244897961E-2,36,9,9,54,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",600,720,120,0.2,12,24,624,60,684,9.6153846153846159E-2,15,29,12,56,53.49,111267,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",190,170,-20,-0.10526315789473684,-2,-4,186,-10,176,-5.3763440860215055E-2,5,8,-2,11,27.67,57542,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,5,8,2,15,0,125035,"Master's degree","≥5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,52.26,108685,"Bachelor's degree","<5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,1,7,73.540000000000006,152949,"Bachelor's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,12,28,7,47,27.28,56756,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",300,410,110,0.36666666666666664,11,22,322,55,377,0.17080745341614906,10,17,10,37,55.88,116237,"Bachelor's degree","<5 years","None"]
["11-9121","Natural Sciences Managers",11,"Management Occupations","11-9121 (Natural Sciences Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",200,270,70,0.35,7,14,214,35,249,0.16355140186915887,5,13,7,25,62.61,130250,"Bachelor's degree","≥5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",480,530,50,0.10416666666666667,5,10,490,25,515,5.1020408163265307E-2,21,17,5,43,50.66,105388,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,9,14,4,27,31.87,66289,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",740,860,120,0.16216216216216217,12,24,764,60,824,7.8534031413612565E-2,22,34,11,67,50.3,104613,"Bachelor's degree","<5 years","None"]
["25-1071","Health Specialties Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1071 (Health Specialties Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",3330,4230,900,0.27027027027027029,90,180,3510,450,3960,0.12820512820512819,138,144,90,372,0,198189,"Doctoral or professional degree","<5 years","None"]
["25-1071","Health Specialties Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1071 (Health Specialties Teachers, Postsecondary)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,8,9,4,21,0,0,"Doctoral or professional degree","<5 years","None"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,60,-30,-0.33333333333333331,-3,-6,84,-15,69,-0.17857142857142858,2,4,-3,3,38.07,79179,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,7,13,5,25,44.57,92692,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,7,15,2,24,40.76,84792,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",430,490,60,0.13953488372093023,6,12,442,30,472,6.7873303167420809E-2,13,30,6,49,43.68,90865,"Bachelor's degree","None","None"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,34.54,71841,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",890,1010,120,0.1348314606741573,12,24,914,60,974,6.5645514223194742E-2,30,49,12,91,44.94,93468,"Bachelor's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,8,2,14,23.88,49673,"Bachelor's degree","None","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,33.86,70432,"Bachelor's degree","None","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,3,1,5,39.25,81639,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,9,1,14,42.52,88436,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",850,1060,210,0.24705882352941178,21,42,892,105,997,0.11771300448430494,25,66,21,112,37.24,77464,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",940,1080,140,0.14893617021276595,14,28,968,70,1038,7.2314049586776855E-2,32,58,14,104,36.43,75750,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",1220,1340,120,9.8360655737704916E-2,12,24,1244,60,1304,4.8231511254019289E-2,38,74,12,124,43.2,89865,"Bachelor's degree","None","None"]
["13-2041","Credit Analysts",13,"Business and Financial Operations Occupations","13-2041 (Credit Analysts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,2,4,-2,4,40.74,84752,"Bachelor's degree","None","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",310,310,0,0,0,0,310,0,310,0,6,19,-1,24,46.98,97713,"Bachelor's degree","None","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",650,680,30,4.6153846153846156E-2,3,6,656,15,671,2.2865853658536585E-2,16,33,3,52,55.83,116115,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",260,260,0,0,0,0,260,0,260,0,6,14,1,21,38.17,79393,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",310,310,0,0,0,0,310,0,310,0,17,15,1,33,19.329999999999998,40202,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",120,120,0,0,0,0,120,0,120,0,4,6,0,10,38.89,80873,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",300,310,10,3.3333333333333333E-2,1,2,302,5,307,1.6556291390728478E-2,6,14,1,21,50.69,105436,"Bachelor's degree","None","None"]
["15-1122","Information Security Analysts",15,"Computer and Mathematical Occupations","15-1122 (Information Security Analysts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,1,3,2,6,39.520000000000003,82212,"Bachelor's degree","<5 years","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",340,340,0,0,0,0,340,0,340,0,6,15,0,21,51.09,106259,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",840,1150,310,0.36904761904761907,31,62,902,155,1057,0.17184035476718404,14,49,31,94,58.79,122272,"Bachelor's degree","None","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",410,470,60,0.14634146341463414,6,12,422,30,452,7.1090047393364927E-2,6,22,6,34,60.3,125410,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,3,8,4,15,47.32,98419,"Associate's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,2,1,4,40.08,83380,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,5,17,4,26,46.07,95830,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",460,540,80,0.17391304347826086,8,16,476,40,516,8.4033613445378158E-2,10,26,8,44,31.28,65041,"Some college, no degree","None","None"]
["15-1152","Computer Network Support Specialists",15,"Computer and Mathematical Occupations","15-1152 (Computer Network Support Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,2,5,0,7,32.42,67437,"Associate's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,4,8,3,15,45.93,95535,"Bachelor's degree","None","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",60,40,-20,-0.33333333333333331,-2,-4,56,-10,46,-0.17857142857142858,2,2,-2,2,38.200000000000003,79460,"Bachelor's degree","None","Internship/residency"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",190,310,120,0.63157894736842102,12,24,214,60,274,0.28037383177570091,6,10,12,28,55.63,115702,"Bachelor's degree","None","None"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",60,60,0,0,0,0,60,0,60,0,1,2,0,3,37.85,78719,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",180,130,-50,-0.27777777777777779,-5,-10,170,-25,145,-0.14705882352941177,5,8,-5,8,25.02,52053,"Associate's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,38.74,80567,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,2,-1,2,33.31,69275,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-1023","Zoologists and Wildlife Biologists",19,"Life, Physical, and Social Science Occupations","19-1023 (Zoologists and Wildlife Biologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,7,1,10,22.33,46448,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,5,1,8,42.4,88193,"Bachelor's degree","None","None"]
["19-3022","Survey Researchers",19,"Life, Physical, and Social Science Occupations","19-3022 (Survey Researchers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,7,1,11,29.84,62086,"Master's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,9,13,4,26,48.34,100541,"Doctoral or professional degree","None","Internship/residency"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,2,4,0,6,36.53,75967,"Master's degree","None","None"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,27.88,57993,"Bachelor's degree","None","None"]
["19-4031","Chemical Technicians",19,"Life, Physical, and Social Science Occupations","19-4031 (Chemical Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,0,4,24.04,49991,"Associate's degree","None","Moderate-term on-the-job training"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,8,14,4,26,19.48,40507,"Master's degree","None","None"]
["21-1015","Rehabilitation Counselors",21,"Community and Social Service Occupations","21-1015 (Rehabilitation Counselors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,0,6,19.11,39745,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,6,10,2,18,23.11,48072,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",130,170,40,0.30769230769230771,4,8,138,20,158,0.14492753623188406,5,10,4,19,29.93,62248,"Master's degree","None","Internship/residency"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,7,12,4,23,24.58,51129,"Master's degree","None","Internship/residency"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,3,4,2,9,29.24,60816,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",60,60,0,0,0,0,60,0,60,0,2,3,0,5,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,13,21,2,36,21.8,45351,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,3,4,1,8,18.489999999999998,38456,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",40,40,0,0,0,0,40,0,40,0,2,3,1,6,28.24,58745,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,6,8,2,16,28.24,58725,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-2021","Directors, Religious Activities and Education",21,"Community and Social Service Occupations","21-2021 (Directors, Religious Activities and Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,6,1,11,20.12,41847,"Bachelor's degree","<5 years","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",490,600,110,0.22448979591836735,11,22,512,55,567,0.107421875,11,12,12,35,75.569999999999993,157194,"Doctoral or professional degree","None","None"]
["23-1023","Judges, Magistrate Judges, and Magistrates",23,"Legal Occupations","23-1023 (Judges, Magistrate Judges, and Magistrates)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",160,220,60,0.375,6,12,172,30,202,0.1744186046511628,6,13,5,24,30.57,63568,"Associate's degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",350,340,-10,-2.8571428571428571E-2,-1,-2,348,-5,343,-1.4367816091954023E-2,15,18,-1,32,19.850000000000001,41299,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,11,14,1,26,0,68311,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",1560,1740,180,0.11538461538461539,18,36,1596,90,1686,5.6390977443609019E-2,54,61,18,133,0,79298,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,10,11,3,24,0,71987,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",910,1020,110,0.12087912087912088,11,22,932,55,987,5.9012875536480686E-2,30,36,11,77,0,71976,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,3,1,7,0,75906,"Bachelor's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,0,80120,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,0,72322,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",470,540,70,0.14893617021276595,7,14,484,35,519,7.2314049586776855E-2,31,24,8,63,22.44,46671,"High school diploma or equivalent","<5 years","None"]
["25-1072","Nursing Instructors and Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1072 (Nursing Instructors and Teachers, Postsecondary)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,1,5,0,66097,"Doctoral or professional degree","<5 years","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",90,90,0,0,0,0,90,0,90,0,5,3,0,8,34.409999999999997,71570,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,90,0,0,0,0,90,0,90,0,7,5,0,12,23.51,48905,"Postsecondary non-degree award","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",270,330,60,0.22222222222222221,6,12,282,30,312,0.10638297872340426,14,12,6,32,26.14,54368,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1070,1150,80,7.476635514018691E-2,8,16,1086,40,1126,3.6832412523020261E-2,61,51,9,121,0,36008,"Some college, no degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,3,2,9,21.52,44752,"Bachelor's degree","None","None"]
["27-1011","Art Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1011 (Art Directors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",130,130,0,0,0,0,130,0,130,0,6,4,0,10,0,0,"Bachelor's degree","≥5 years","None"]
["27-1014","Multimedia Artists and Animators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1014 (Multimedia Artists and Animators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1340,1470,130,9.7014925373134331E-2,13,26,1366,65,1431,4.7584187408491949E-2,69,41,13,123,42.89,89229,"Bachelor's degree","None","None"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",580,620,40,6.8965517241379309E-2,4,8,588,20,608,3.4013605442176874E-2,21,34,4,59,31.57,65670,"Bachelor's degree","None","None"]
["27-1026","Merchandise Displayers and Window Trimmers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1026 (Merchandise Displayers and Window Trimmers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,2,0,4,14.43,30017,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",420,480,60,0.14285714285714285,6,12,432,30,462,6.9444444444444448E-2,25,34,6,65,0,46580,"Bachelor's degree","None","None"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,5,3,2,10,23.76,49433,"Bachelor's degree","<5 years","None"]
["27-2042","Musicians and Singers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2042 (Musicians and Singers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,15,10,2,27,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",190,190,0,0,0,0,190,0,190,0,5,13,1,19,32.42,67447,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,9,1,15,41.16,85614,"Bachelor's degree","<5 years","None"]
["27-3042","Technical Writers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3042 (Technical Writers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,4,1,7,0,0,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,15,15,4,34,36.46,75835,"Bachelor's degree","None","Long-term on-the-job training"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",110,60,-50,-0.45454545454545453,-5,-10,100,-25,75,-0.25,3,3,-5,1,24.25,50428,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,2,2,2,6,36.549999999999997,76008,"Bachelor's degree","None","Internship/residency"]
["29-1041","Optometrists",29,"Healthcare Practitioners and Technical Occupations","29-1041 (Optometrists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,0,1,2,52.37,108929,"Doctoral or professional degree","None","None"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,4,3,3,10,70.97,147619,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,1,1,2,4,84.69,176163,"Doctoral or professional degree","None","Internship/residency"]
["29-1066","Psychiatrists",29,"Healthcare Practitioners and Technical Occupations","29-1066 (Psychiatrists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,1,0,2,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,4,3,5,12,90.42,188075,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",90,130,40,0.44444444444444442,4,8,98,20,118,0.20408163265306123,2,4,4,10,58.17,120993,"Master's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,1,2,2,5,44.87,93332,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",190,240,50,0.26315789473684209,5,10,200,25,225,0.125,4,4,5,13,41.83,87005,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,4,4,6,14,38.92,80973,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,3,4,3,10,45.07,93728,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,110,40,0.5714285714285714,4,8,78,20,98,0.25641025641025639,2,2,3,7,65.39,136002,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1830,2320,490,0.26775956284153007,49,98,1928,245,2173,0.12707468879668049,59,45,50,154,48.32,100491,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",150,220,70,0.46666666666666667,7,14,164,35,199,0.21341463414634146,4,5,7,16,50.97,106015,"Master's degree","None","None"]
["29-1199","Health Diagnosing and Treating Practitioners, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1199 (Health Diagnosing and Treating Practitioners, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,1,1,5,22.25,46275,"Master's degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",30,50,20,0.66666666666666663,2,4,34,10,44,0.29411764705882354,1,1,2,4,0,0,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,3,3,9,38.89,80902,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,6,8,3,17,20.27,42152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,3,2,7,30.66,63761,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,3,2,7,32.6,67793,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,130,40,0.44444444444444442,4,8,98,20,118,0.20408163265306123,4,5,4,13,20.329999999999998,42284,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,14,13,6,33,29.3,60928,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",150,190,40,0.26666666666666666,4,8,158,20,178,0.12658227848101267,5,5,4,14,20.88,43421,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",590,690,100,0.16949152542372881,10,20,610,50,660,8.1967213114754092E-2,39,32,10,81,17.18,35734,"Postsecondary non-degree award","None","None"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",500,540,40,0.08,4,8,508,20,528,3.937007874015748E-2,34,19,4,57,20.04,41680,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",580,670,90,0.15517241379310345,9,18,598,45,643,7.5250836120401343E-2,32,36,9,77,21.25,44210,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",570,780,210,0.36842105263157893,21,42,612,105,717,0.17156862745098039,30,41,20,91,20.95,43593,"Postsecondary non-degree award","None","None"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,3,4,2,9,15.77,32803,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,3,1,7,24.82,51626,"High school diploma or equivalent","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,4,4,-1,7,0,0,"High school diploma or equivalent","<5 years","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,73.569999999999993,153027,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",330,320,-10,-3.0303030303030304E-2,-1,-2,328,-5,323,-1.524390243902439E-2,7,14,-1,20,39.35,81847,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",900,830,-70,-7.7777777777777779E-2,-7,-14,886,-35,851,-3.9503386004514675E-2,30,39,-7,62,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",360,360,0,0,0,0,360,0,360,0,9,14,0,23,51.47,107048,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,41,49,7,97,16.899999999999999,35158,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",140,140,0,0,0,0,140,0,140,0,19,14,0,33,14.3,29737,"No formal educational credential","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,12,9,1,22,17.670000000000002,36742,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",290,370,80,0.27586206896551724,8,16,306,40,346,0.13071895424836602,10,30,8,48,32.47,67539,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",560,670,110,0.19642857142857142,11,22,582,55,637,9.4501718213058417E-2,28,59,11,98,21.98,45722,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",390,410,20,5.128205128205128E-2,2,4,394,10,404,2.5380710659898477E-2,24,32,2,58,11.8,24532,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,14,19,2,35,18.059999999999999,37575,"No formal educational credential","None","Short-term on-the-job training"]
["35-2013","Cooks, Private Household",35,"Food Preparation and Serving Related Occupations","35-2013 (Cooks, Private Household)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,2,3,0,5,0,0,"Postsecondary non-degree award","<5 years","None"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1460,1840,380,0.26027397260273971,38,76,1536,190,1726,0.12369791666666667,96,132,38,266,14.57,30303,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1280,1520,240,0.1875,24,48,1328,120,1448,9.036144578313253E-2,112,121,24,257,12.73,26487,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",550,700,150,0.27272727272727271,15,30,580,75,655,0.12931034482758622,30,71,15,116,13.58,28236,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",2380,3020,640,0.26890756302521007,64,128,2508,320,2828,0.12759170653907495,239,250,64,553,12.92,26867,"No formal educational credential","None","Short-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",480,540,60,0.125,6,12,492,30,522,6.097560975609756E-2,61,48,6,115,12.41,25798,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",2840,3390,550,0.19366197183098591,55,110,2950,275,3225,9.3220338983050849E-2,230,353,55,638,13.81,28729,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",620,750,130,0.20967741935483872,13,26,646,65,711,0.10061919504643962,61,54,13,128,12.6,26219,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",590,680,90,0.15254237288135594,9,18,608,45,653,7.4013157894736836E-2,47,51,9,107,12.71,26456,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,32,31,5,68,12.12,25201,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,10,11,3,24,22.16,46082,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",2160,2410,250,0.11574074074074074,25,50,2210,125,2335,5.6561085972850679E-2,149,144,24,317,17.18,35724,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1500,1640,140,9.3333333333333338E-2,14,28,1528,70,1598,4.581151832460733E-2,117,88,14,219,13.97,29058,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,6,0,8,17,35354,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1270,1410,140,0.11023622047244094,14,28,1298,70,1368,5.3929121725731895E-2,63,96,14,173,17.77,36968,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",460,480,20,4.3478260869565216E-2,2,4,464,10,474,2.1551724137931036E-2,22,21,2,45,26.47,55052,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",360,510,150,0.41666666666666669,15,30,390,75,465,0.19230769230769232,30,35,14,79,18.73,38964,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",400,430,30,7.4999999999999997E-2,3,6,406,15,421,3.6945812807881777E-2,44,49,3,96,12.13,25232,"No formal educational credential","None","Short-term on-the-job training"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",530,530,0,0,0,0,530,0,530,0,35,26,0,61,16.8,34942,"Postsecondary non-degree award","None","None"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",260,260,0,0,0,0,260,0,260,0,16,13,0,29,13.01,27063,"Postsecondary non-degree award","None","None"]
["39-5093","Shampooers",39,"Personal Care and Service Occupations","39-5093 (Shampooers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,50,0,0,0,0,50,0,50,0,3,2,0,5,12.16,25283,"No formal educational credential","None","Short-term on-the-job training"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,4,3,0,7,16.3,33903,"Postsecondary non-degree award","None","None"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1350,1160,-190,-0.14074074074074075,-19,-38,1312,-95,1217,-7.2408536585365849E-2,102,78,-18,162,18.37,38213,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",3960,5250,1290,0.32575757575757575,129,258,4218,645,4863,0.15291607396870555,367,277,129,773,13.54,28164,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",860,940,80,9.3023255813953487E-2,8,16,876,40,916,4.5662100456621002E-2,59,90,8,157,30.65,63764,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",560,610,50,8.9285714285714288E-2,5,10,570,25,595,4.3859649122807015E-2,38,58,4,100,15.08,31362,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",90,90,0,0,0,0,90,0,90,0,6,9,0,15,17.87,37164,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1200,1170,-30,-2.5000000000000001E-2,-3,-6,1194,-15,1179,-1.2562814070351759E-2,44,80,-3,121,24.69,51352,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",260,260,0,0,0,0,260,0,260,0,9,14,0,23,29.64,61652,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",2680,2470,-210,-7.8358208955223885E-2,-21,-42,2638,-105,2533,-3.9802880970432143E-2,242,236,-21,457,13.1,27241,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",750,780,30,0.04,3,6,756,15,771,1.984126984126984E-2,40,56,2,98,16.489999999999998,34297,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,8,14,2,24,18.78,39069,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",3970,3980,10,2.5188916876574307E-3,1,2,3972,5,3977,1.2588116817724068E-3,252,316,1,569,16.920000000000002,35196,"No formal educational credential","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,15,19,4,38,45.46,94575,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",510,490,-20,-3.9215686274509803E-2,-2,-4,506,-10,496,-1.9762845849802372E-2,13,33,-1,45,27.74,57706,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1050,1210,160,0.15238095238095239,16,32,1082,80,1162,7.3937153419593352E-2,36,97,16,149,28.54,59369,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,10,20,5,35,48.47,100824,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",700,710,10,1.4285714285714285E-2,1,2,702,5,707,7.1225071225071226E-3,23,47,2,72,35.520000000000003,73883,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,1,1,4,0,0,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",240,290,50,0.20833333333333334,5,10,250,25,275,0.1,14,10,6,30,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,6,3,1,10,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,10,14,1,25,24.79,51569,"High school diploma or equivalent","None","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1260,1310,50,3.968253968253968E-2,5,10,1270,25,1295,1.968503937007874E-2,50,74,4,128,30.66,63770,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,50,0,0,0,0,50,0,50,0,3,3,1,7,12.51,26009,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,13,16,3,32,26.09,54261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1830,1790,-40,-2.185792349726776E-2,-4,-8,1822,-20,1802,-1.0976948408342482E-2,112,87,-5,194,25.64,53329,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,9,12,1,22,28.01,58242,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,2,0,3,25.85,53769,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",320,170,-150,-0.46875,-15,-30,290,-75,215,-0.25862068965517243,13,16,-15,14,15.85,32960,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4011","Brokerage Clerks",43,"Office and Administrative Support Occupations","43-4011 (Brokerage Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,2,6,-1,7,29.24,60832,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",150,150,0,0,0,0,150,0,150,0,7,6,0,13,26.09,54261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1320,1410,90,6.8181818181818177E-2,9,18,1338,45,1383,3.3632286995515695E-2,70,102,9,181,22.65,47106,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,6,6,-1,11,18.62,38733,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",190,240,50,0.26315789473684209,5,10,200,25,225,0.125,12,21,4,37,16.88,35119,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,6,7,2,15,21.59,44905,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",70,70,0,0,0,0,70,0,70,0,6,4,0,10,17.059999999999999,35488,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,5,1,9,23.42,48723,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4151","Order Clerks",43,"Office and Administrative Support Occupations","43-4151 (Order Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",130,120,-10,-7.6923076923076927E-2,-1,-2,128,-5,123,-3.90625E-2,6,8,-1,13,18.559999999999999,38610,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,90,0,0,0,0,90,0,90,0,4,6,0,10,21.64,45018,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",950,1070,120,0.12631578947368421,12,24,974,60,1034,6.1601642710472276E-2,63,67,12,142,18.149999999999999,37760,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,17.78,36982,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",70,70,0,0,0,0,70,0,70,0,3,4,0,7,21.73,45202,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,0,4,12.09,25139,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,34.5,71754,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",110,110,0,0,0,0,110,0,110,0,4,6,0,10,21.83,45407,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,1,-1,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,2,1,7,28.81,59931,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,14,10,3,27,29.45,61262,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,6,12,3,21,29.55,61456,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,13,19,2,34,18.64,38774,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1900,2050,150,7.8947368421052627E-2,15,30,1930,75,2005,3.8860103626943004E-2,108,141,15,264,13.44,27954,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",720,600,-120,-0.16666666666666666,-12,-24,696,-60,636,-8.6206896551724144E-2,35,34,-12,57,37.049999999999997,77066,"High school diploma or equivalent","<5 years","None"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",530,660,130,0.24528301886792453,13,26,556,65,621,0.11690647482014388,32,31,13,76,22.49,46768,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",2080,2030,-50,-2.403846153846154E-2,-5,-10,2070,-25,2045,-1.2077294685990338E-2,111,108,-5,214,22.63,47075,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",150,130,-20,-0.13333333333333333,-2,-4,146,-10,136,-6.8493150684931503E-2,7,9,-2,14,19.54,40647,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1940,1990,50,2.5773195876288658E-2,5,10,1950,25,1975,1.282051282051282E-2,115,112,5,232,20.010000000000002,41619,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,6,9,2,17,20.28,42172,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",100,140,40,0.4,4,8,108,20,128,0.18518518518518517,4,14,4,22,14.29,29721,"No formal educational credential","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",400,490,90,0.22500000000000001,9,18,418,45,463,0.1076555023923445,14,28,9,51,45.58,94803,"High school diploma or equivalent","≥5 years","None"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",2220,2720,500,0.22522522522522523,50,100,2320,250,2570,0.10775862068965517,85,137,51,273,34.729999999999997,72227,"High school diploma or equivalent","None","Apprenticeship"]
["47-2041","Carpet Installers",47,"Construction and Extraction Occupations","47-2041 (Carpet Installers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,6,1,11,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,3,5,3,11,28.85,59992,"No formal educational credential","None","Long-term on-the-job training"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,7,12,3,22,23.44,48755,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1080,1310,230,0.21296296296296297,23,46,1126,115,1241,0.10213143872113677,42,79,23,144,20.260000000000002,42129,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,6,11,3,20,37,76960,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",310,370,60,0.19354838709677419,6,12,322,30,352,9.3167701863354033E-2,10,19,6,35,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",340,350,10,2.9411764705882353E-2,1,2,342,5,347,1.4619883040935672E-2,12,26,1,39,38.409999999999997,79912,"High school diploma or equivalent","None","Apprenticeship"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1130,1390,260,0.23008849557522124,26,52,1182,130,1312,0.10998307952622674,43,63,26,132,24.03,49987,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,2,-1,2,37.19,77367,"No formal educational credential","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,10,18,2,30,25.2,52409,"High school diploma or equivalent","None","Apprenticeship"]
["47-3012","Helpers--Carpenters",47,"Construction and Extraction Occupations","47-3012 (Helpers--Carpenters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,6,2,10,21.81,45366,"No formal educational credential","None","Short-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,47.71,99231,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,30.53,63504,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,12,18,1,31,38.65,80389,"High school diploma or equivalent","<5 years","None"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",130,130,0,0,0,0,130,0,130,0,4,9,0,13,44.01,91550,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2093 (Electrical and Electronics Installers and Repairers, Transportation Equipment)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,0,0,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",70,70,0,0,0,0,70,0,70,0,2,5,0,7,30.11,62628,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",900,880,-20,-2.2222222222222223E-2,-2,-4,896,-10,886,-1.1160714285714286E-2,28,54,-2,80,22.45,46704,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",260,270,10,3.8461538461538464E-2,1,2,262,5,267,1.9083969465648856E-2,8,15,1,24,39.29,81730,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3051","Motorboat Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3051 (Motorboat Mechanics and Service Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,-1,2,26.51,55123,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",60,60,0,0,0,0,60,0,60,0,2,5,0,7,18.73,38956,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",120,120,0,0,0,0,120,0,120,0,3,8,0,11,35.17,73138,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,3,0,4,36.71,76368,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",1030,1130,100,9.7087378640776698E-2,10,20,1050,50,1100,4.7619047619047616E-2,44,60,11,115,23.7,49304,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9097","Signal and Track Switch Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9097 (Signal and Track Switch Repairers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,5,7,2,14,20.29,42205,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,6,2,12,28.87,60058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,7,15,2,24,32.46,67513,"High school diploma or equivalent","<5 years","None"]
["25-1072","Nursing Instructors and Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1072 (Nursing Instructors and Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",270,330,60,0.22222222222222221,6,12,282,30,312,0.10638297872340426,11,11,6,28,0,95576,"Doctoral or professional degree","<5 years","None"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",370,440,70,0.1891891891891892,7,14,384,35,419,9.1145833333333329E-2,26,30,8,64,17.55,36510,"No formal educational credential","None","Long-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",90,40,-50,-0.55555555555555558,-5,-10,80,-25,55,-0.3125,2,4,-5,1,16.52,34371,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",160,150,-10,-6.25E-2,-1,-2,158,-5,153,-3.1645569620253167E-2,10,10,0,20,13.63,28373,"No formal educational credential","None","Short-term on-the-job training"]
["51-6021","Pressers, Textile, Garment, and Related Materials",51,"Production Occupations","51-6021 (Pressers, Textile, Garment, and Related Materials)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,4,4,-1,7,12.19,25353,"No formal educational credential","None","Short-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,30,0,0,0,0,30,0,30,0,2,2,0,4,16.04,33368,"No formal educational credential","None","Short-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,23,10,4,37,23.85,49611,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,24.46,50881,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,3,1,5,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",150,150,0,0,0,0,150,0,150,0,4,8,-1,11,40.729999999999997,84709,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,6,18,5,29,21.16,44002,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",40,60,20,0.5,2,4,44,10,54,0.22727272727272727,2,4,1,7,18.98,39468,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,1,6,22.05,45855,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,6,10,2,18,26.96,56070,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",70,70,0,0,0,0,70,0,70,0,3,4,-1,6,13.93,28966,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,0,6,27.01,56183,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,1,6,17.3,35978,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,3,-1,4,30.97,64432,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-1081","Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1081 (Education Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",330,350,20,6.0606060606060608E-2,2,4,334,10,344,2.9940119760479042E-2,12,13,2,27,0,82426,"Doctoral or professional degree","<5 years","None"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",880,850,-30,-3.4090909090909088E-2,-3,-6,874,-15,859,-1.7162471395881007E-2,68,35,-3,100,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,8,12,-1,19,15.37,31971,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Middle Skill",370,440,70,0.1891891891891892,7,14,384,35,419,9.1145833333333329E-2,17,26,7,50,20.97,43612,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",450,530,80,0.17777777777777778,8,16,466,40,506,8.5836909871244635E-2,21,31,8,60,15.76,32787,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",340,450,110,0.3235294117647059,11,22,362,55,417,0.15193370165745856,23,16,11,50,14.78,30741,"No formal educational credential","None","Short-term on-the-job training"]
["53-4041","Subway and Streetcar Operators",53,"Transportation and Material Moving Occupations","53-4041 (Subway and Streetcar Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",130,120,-10,-7.6923076923076927E-2,-1,-2,128,-5,123,-3.90625E-2,4,7,-1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",60,60,0,0,0,0,60,0,60,0,3,7,0,10,18.100000000000001,37642,"No formal educational credential","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,7,1,11,24.26,50471,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",470,500,30,6.3829787234042548E-2,3,6,476,15,491,3.1512605042016806E-2,25,42,3,70,11.83,24595,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",1000,1070,70,7.0000000000000007E-2,7,14,1014,35,1049,3.4516765285996058E-2,51,88,8,147,17.510000000000002,36433,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",350,320,-30,-8.5714285714285715E-2,-3,-6,344,-15,329,-4.3604651162790699E-2,23,27,-3,47,13.22,27508,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","Low Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,11,17,3,31,28.6,59489,"No formal educational credential","None","Short-term on-the-job training"]
["25-1081","Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1081 (Education Teachers, Postsecondary)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,9,9,4,22,0,0,"Doctoral or professional degree","<5 years","None"]
["25-1081","Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1081 (Education Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,10,10,2,22,0,0,"Doctoral or professional degree","<5 years","None"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",490,500,10,2.0408163265306121E-2,1,2,492,5,497,1.016260162601626E-2,14,20,1,35,0,0,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",2280,2540,260,0.11403508771929824,26,52,2332,130,2462,5.5746140651801029E-2,50,144,26,220,51.15,106409,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,5,0,8,0,34252,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,4,10,1,15,61.3,127505,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",640,720,80,0.125,8,16,656,40,696,6.097560975609756E-2,15,41,8,64,31.06,64584,"Bachelor's degree","<5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",280,310,30,0.10714285714285714,3,6,286,15,301,5.2447552447552448E-2,9,14,3,26,42.22,87813,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,3,10,2,15,65.62,136466,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",400,480,80,0.2,8,16,416,40,456,9.6153846153846159E-2,10,22,8,40,58.29,121238,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,4,2,8,46.09,95876,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,6,1,9,44.57,92712,"High school diploma or equivalent","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,6,2,11,48.09,100030,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",6210,6900,690,0.1111111111111111,69,138,6348,345,6693,5.434782608695652E-2,383,97,69,549,47.84,99489,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",300,370,70,0.23333333333333334,7,14,314,35,349,0.11146496815286625,8,15,7,30,48.53,100938,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,1,6,29.37,61094,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",240,290,50,0.20833333333333334,5,10,250,25,275,0.1,8,12,5,25,0,124504,"Master's degree","≥5 years","None"]
["11-9033","Education Administrators, Postsecondary",11,"Management Occupations","11-9033 (Education Administrators, Postsecondary)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,6,9,2,17,48.94,101796,"Master's degree","<5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,0,4,45.35,94325,"Bachelor's degree","<5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,70,0,0,0,0,70,0,70,0,1,3,1,5,75.239999999999995,156500,"Bachelor's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",640,720,80,0.125,8,16,656,40,696,6.097560975609756E-2,22,50,8,80,26.2,54501,"High school diploma or equivalent","<5 years","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,8,1,13,24.82,51622,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,10,17,6,33,61.17,127229,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,11,9,2,22,27.65,57501,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,8,12,4,24,28.14,58532,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",600,640,40,6.6666666666666666E-2,4,8,608,20,628,3.2894736842105261E-2,17,26,3,46,59.69,124157,"Bachelor's degree","<5 years","None"]
["25-1112","Law Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1112 (Law Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",410,440,30,7.3170731707317069E-2,3,6,416,15,431,3.6057692307692304E-2,16,16,3,35,0,0,"Doctoral or professional degree","<5 years","None"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,5,11,-1,15,40.21,83639,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,5,9,2,16,39.39,81924,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,7,15,3,25,30.02,62431,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",380,410,30,7.8947368421052627E-2,3,6,386,15,401,3.8860103626943004E-2,11,26,3,40,31.13,64748,"Bachelor's degree","None","None"]
["13-1074","Farm Labor Contractors",13,"Business and Financial Operations Occupations","13-1074 (Farm Labor Contractors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,6,2,11,27.04,56225,"No formal educational credential","<5 years","Short-term on-the-job training"]
["13-1075","Labor Relations Specialists",13,"Business and Financial Operations Occupations","13-1075 (Labor Relations Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,32.200000000000003,66983,"Bachelor's degree","<5 years","None"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,37.619999999999997,78250,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",560,600,40,7.1428571428571425E-2,4,8,568,20,588,3.5211267605633804E-2,19,30,5,54,35.78,74423,"Bachelor's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,7,14,3,24,23.28,48408,"Bachelor's degree","None","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,1,10,34.36,71473,"Bachelor's degree","None","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,7,15,3,25,33.47,69606,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",280,350,70,0.25,7,14,294,35,329,0.11904761904761904,8,22,7,37,28.05,58338,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",870,960,90,0.10344827586206896,9,18,888,45,933,5.0675675675675678E-2,29,53,8,90,33.24,69136,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",860,940,80,9.3023255813953487E-2,8,16,876,40,916,4.5662100456621002E-2,26,52,8,86,36.950000000000003,76842,"Bachelor's degree","None","None"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,70,0,0,0,0,70,0,70,0,2,3,1,6,39.17,81486,"Bachelor's degree","None","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,7,1,10,34.29,71341,"Bachelor's degree","None","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,7,2,13,35.83,74545,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,4,10,1,15,42.53,88456,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,6,6,0,12,19.07,39661,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,90,0,0,0,0,90,0,90,0,3,5,0,8,36.17,75229,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,5,13,2,20,44.76,93108,"Bachelor's degree","None","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,90,0,0,0,0,90,0,90,0,2,4,0,6,49.88,103750,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",230,300,70,0.30434782608695654,7,14,244,35,279,0.14344262295081966,4,13,7,24,47.86,99536,"Bachelor's degree","None","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,2,8,2,12,47.67,99140,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,3,0,4,29.16,60654,"Associate's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,45.81,95271,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,6,14,3,23,26.24,54581,"Some college, no degree","None","None"]
["15-1152","Computer Network Support Specialists",15,"Computer and Mathematical Occupations","15-1152 (Computer Network Support Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,3,7,1,11,28.22,58684,"Associate's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",400,410,10,2.5000000000000001E-2,1,2,402,5,407,1.2437810945273632E-2,8,19,1,28,52.47,109142,"Bachelor's degree","None","None"]
["15-2031","Operations Research Analysts",15,"Computer and Mathematical Occupations","15-2031 (Operations Research Analysts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,3,6,2,11,51,106066,"Bachelor's degree","None","None"]
["17-1011","Architects, Except Landscape and Naval",17,"Architecture and Engineering Occupations","17-1011 (Architects, Except Landscape and Naval)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,5,1,9,0,0,"Bachelor's degree","None","Internship/residency"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,4,10,2,16,45.68,94997,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,0,5,56.46,117429,"Bachelor's degree","None","None"]
["17-2141","Mechanical Engineers",17,"Architecture and Engineering Occupations","17-2141 (Mechanical Engineers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,2,4,1,7,46.58,96876,"Bachelor's degree","None","None"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,48.54,100968,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,5,1,9,26.32,54744,"Associate's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,5,1,9,44.91,93423,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,6,1,10,30.32,63061,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-1013","Soil and Plant Scientists",19,"Life, Physical, and Social Science Occupations","19-1013 (Soil and Plant Scientists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,4,12,2,18,43.76,91006,"Bachelor's degree","None","None"]
["19-1029","Biological Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1029 (Biological Scientists, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,0,7,41.79,86924,"Bachelor's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,1,4,1,6,40,83207,"Bachelor's degree","None","None"]
["19-1042","Medical Scientists, Except Epidemiologists",19,"Life, Physical, and Social Science Occupations","19-1042 (Medical Scientists, Except Epidemiologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,2,6,1,9,57.46,119500,"Doctoral or professional degree","None","None"]
["19-2021","Atmospheric and Space Scientists",19,"Life, Physical, and Social Science Occupations","19-2021 (Atmospheric and Space Scientists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,90,0,0,0,0,90,0,90,0,2,4,0,6,0,0,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",80,80,0,0,0,0,80,0,80,0,2,5,0,7,38.39,79867,"Bachelor's degree","None","None"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,1,4,0,5,65.400000000000006,136022,"Bachelor's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",220,260,40,0.18181818181818182,4,8,228,20,248,8.771929824561403E-2,6,9,3,18,57.54,119673,"Doctoral or professional degree","None","Internship/residency"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,1,4,0,5,40.93,85127,"Master's degree","None","None"]
["19-4011","Agricultural and Food Science Technicians",19,"Life, Physical, and Social Science Occupations","19-4011 (Agricultural and Food Science Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,9,2,15,21.37,44437,"Associate's degree","None","Moderate-term on-the-job training"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,4,12,1,17,25.17,52368,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,70,0,0,0,0,70,0,70,0,3,5,0,8,17.2,35785,"Associate's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,8,1,13,23.55,48976,"Associate's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",290,350,60,0.20689655172413793,6,12,302,30,332,9.9337748344370855E-2,12,21,6,39,31.12,64736,"Master's degree","None","None"]
["21-1015","Rehabilitation Counselors",21,"Community and Social Service Occupations","21-1015 (Rehabilitation Counselors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,4,6,3,13,15.7,32657,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,8,2,14,33.11,68879,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,6,10,3,19,38.5,80080,"Master's degree","None","Internship/residency"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,5,0,8,34.049999999999997,70829,"Master's degree","None","Internship/residency"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,6,0,10,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",490,580,90,0.18367346938775511,9,18,508,45,553,8.8582677165354326E-2,24,38,9,71,17.47,36323,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,8,14,1,23,20.260000000000002,42142,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,3,4,1,8,31.93,66401,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-2021","Directors, Religious Activities and Education",21,"Community and Social Service Occupations","21-2021 (Directors, Religious Activities and Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,5,9,1,15,18.309999999999999,38080,"Bachelor's degree","<5 years","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",400,440,40,0.1,4,8,408,20,428,4.9019607843137254E-2,8,9,4,21,50.44,104918,"Doctoral or professional degree","None","None"]
["23-1012","Judicial Law Clerks",23,"Legal Occupations","23-1012 (Judicial Law Clerks)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,2,5,0,7,0,0,"Doctoral or professional degree","None","None"]
["25-1112","Law Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1112 (Law Teachers, Postsecondary)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,9,10,5,24,0,0,"Doctoral or professional degree","<5 years","None"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","High Skill",900,940,40,4.4444444444444446E-2,4,8,908,20,928,2.2026431718061675E-2,34,35,4,73,0,74942,"Master's degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",550,670,120,0.21818181818181817,12,24,574,60,634,0.10452961672473868,26,33,11,70,15.02,31236,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",240,290,50,0.20833333333333334,5,10,250,25,275,0.1,12,14,5,31,0,76292,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",2790,3320,530,0.18996415770609318,53,106,2896,265,3161,9.1505524861878448E-2,101,113,52,266,0,77226,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",490,590,100,0.20408163265306123,10,20,510,50,560,9.8039215686274508E-2,18,20,9,47,0,86782,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,14,17,7,38,0,81979,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,5,5,2,12,0,73977,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",220,260,40,0.18181818181818182,4,8,228,20,248,8.771929824561403E-2,15,11,3,29,19.649999999999999,40873,"High school diploma or equivalent","<5 years","None"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",1420,1680,260,0.18309859154929578,26,52,1472,130,1602,8.8315217391304351E-2,95,73,26,194,18.260000000000002,37978,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,5,4,0,9,32.15,66869,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,9,6,1,16,18.55,38588,"Postsecondary non-degree award","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",210,240,30,0.14285714285714285,3,6,216,15,231,6.9444444444444448E-2,11,9,3,23,36.409999999999997,75754,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",1420,1690,270,0.19014084507042253,27,54,1474,135,1609,9.1587516960651288E-2,85,71,28,184,0,32668,"Some college, no degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",420,480,60,0.14285714285714285,6,12,432,30,462,6.9444444444444448E-2,21,18,7,46,24.82,51616,"Bachelor's degree","None","None"]
["27-1023","Floral Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1023 (Floral Designers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,4,1,8,16.61,34546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,100,0,0,0,0,100,0,100,0,3,6,0,9,23.55,48976,"Bachelor's degree","None","None"]
["27-1025","Interior Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1025 (Interior Designers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,2,3,0,5,30.71,63873,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,0,7,19.53,40609,"Bachelor's degree","<5 years","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,7,10,2,19,0,48062,"Bachelor's degree","None","None"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,60,0,0,0,0,60,0,60,0,3,2,0,5,0,0,"Bachelor's degree","<5 years","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,9,1,14,36.39,75693,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,4,7,-1,10,27.7,57628,"Bachelor's degree","<5 years","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",130,120,-10,-7.6923076923076927E-2,-1,-2,128,-5,123,-3.90625E-2,5,4,-1,8,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["27-4099","Media and Communication Equipment Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4099 (Media and Communication Equipment Workers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",50,50,0,0,0,0,50,0,50,0,1,3,0,4,45.14,93880,"High school diploma or equivalent","None","Short-term on-the-job training"]
["29-1011","Chiropractors",29,"Healthcare Practitioners and Technical Occupations","29-1011 (Chiropractors)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,1,1,3,39.39,81918,"Doctoral or professional degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,3,1,2,6,0,0,"Doctoral or professional degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",50,50,0,0,0,0,50,0,50,0,2,1,1,4,40.67,84599,"Bachelor's degree","None","Internship/residency"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,6,5,2,13,70.709999999999994,147060,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",290,340,50,0.17241379310344829,5,10,300,25,325,8.3333333333333329E-2,5,4,5,14,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,1,1,3,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,1,2,3,6,60.43,125695,"Master's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,1,2,2,5,51.87,107883,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",190,260,70,0.36842105263157893,7,14,204,35,239,0.17156862745098039,4,5,6,15,51.83,107792,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",140,180,40,0.2857142857142857,4,8,148,20,168,0.13513513513513514,4,4,4,12,46.75,97241,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,2,1,4,52.17,108533,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,2,2,1,5,50.38,104786,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",2600,3110,510,0.19615384615384615,51,102,2702,255,2957,9.4374537379718723E-2,82,62,51,195,65.569999999999993,136377,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,2,2,3,7,60.15,125095,"Master's degree","None","None"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,4,1,8,0,0,"Master's degree","None","None"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,8,5,3,16,44.74,93047,"Associate's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,1,1,3,36.049999999999997,74992,"Associate's degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,1,1,4,54.8,113986,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,4,4,2,10,47.24,98257,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",300,340,40,0.13333333333333333,4,8,308,20,328,6.4935064935064929E-2,10,14,5,29,20.85,43350,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,3,4,-1,6,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,34.97,72738,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,4,1,8,18.559999999999999,38598,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",760,900,140,0.18421052631578946,14,28,788,70,858,8.8832487309644673E-2,29,29,14,72,29.7,61771,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,5,5,3,13,26.45,55018,"Postsecondary non-degree award","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,4,2,10,18.829999999999998,39167,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,6,7,5,18,26.32,54754,"Postsecondary non-degree award","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",50,50,0,0,0,0,50,0,50,0,1,1,0,2,42.31,88011,"Bachelor's degree","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",180,260,80,0.44444444444444442,8,16,196,40,236,0.20408163265306123,13,11,7,31,12.61,26230,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",760,870,110,0.14473684210526316,11,22,782,55,837,7.0332480818414325E-2,50,41,11,102,19.27,40065,"Postsecondary non-degree award","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,4,7,3,14,14.12,29377,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",310,330,20,6.4516129032258063E-2,2,4,314,10,324,3.1847133757961783E-2,21,11,2,34,11.87,24687,"Postsecondary non-degree award","None","None"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,10,27,4,41,30.03,62447,"High school diploma or equivalent","≥5 years","None"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",3820,4240,420,0.1099476439790576,42,84,3904,210,4114,5.3790983606557374E-2,298,457,42,797,13.22,27495,"No formal educational credential","None","Short-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,5,3,-1,7,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",1040,1150,110,0.10576923076923077,11,22,1062,55,1117,5.1789077212806026E-2,68,73,11,152,14.98,31148,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,5,5,-2,8,19.68,40944,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2093 (Electrical and Electronics Installers and Repairers, Transportation Equipment)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,9,22,3,34,43.92,91357,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,1,10,25.39,52815,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",400,460,60,0.15,6,12,412,30,442,7.281553398058252E-2,20,28,6,54,16.43,34176,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",420,470,50,0.11904761904761904,5,10,430,25,455,5.8139534883720929E-2,14,33,6,53,29.16,60645,"High school diploma or equivalent","<5 years","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,2,4,2,8,33.94,70595,"Associate's degree","None","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",200,200,0,0,0,0,200,0,200,0,4,4,0,8,67.150000000000006,139667,"Doctoral or professional degree","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",290,370,80,0.27586206896551724,8,16,306,40,346,0.13071895424836602,20,17,8,45,13.47,28030,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Low Skill",1760,2120,360,0.20454545454545456,36,72,1832,180,2012,9.8253275109170299E-2,172,180,36,388,11.82,24584,"No formal educational credential","None","Short-term on-the-job training"]
["39-6011","Baggage Porters and Bellhops",39,"Personal Care and Service Occupations","39-6011 (Baggage Porters and Bellhops)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Low Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,9,17,3,29,11.42,23751,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,7,2,12,44.44,92436,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,5,1,10,16.71,34751,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Low Skill",390,450,60,0.15384615384615385,6,12,402,30,432,7.4626865671641784E-2,15,48,6,69,17.07,35493,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","Low Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,13,24,5,42,13.53,28148,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","High Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["25-1194","Vocational Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1194 (Vocational Education Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",670,660,-10,-1.4925373134328358E-2,-1,-2,668,-5,663,-7.4850299401197605E-3,24,25,-1,48,30.42,63274,"Bachelor's degree","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",2100,2580,480,0.22857142857142856,48,96,2196,240,2436,0.10928961748633879,64,114,48,226,71.739999999999995,149203,"Bachelor's degree","<5 years","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",3160,3950,790,0.25,79,158,3318,395,3713,0.11904761904761904,66,180,80,326,43.09,89625,"Associate's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",4210,4690,480,0.11401425178147269,48,96,4306,240,4546,5.5736182071528098E-2,101,181,48,330,57.47,119531,"Bachelor's degree","None","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",570,580,10,1.7543859649122806E-2,1,2,572,5,577,8.7412587412587419E-3,18,30,1,49,29.15,60634,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",1030,1110,80,7.7669902912621352E-2,8,16,1046,40,1086,3.8240917782026769E-2,46,57,8,111,0,64208,"Bachelor's degree","None","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",7390,8010,620,8.3897158322056839E-2,62,124,7514,310,7824,4.1256321533138143E-2,423,351,62,836,0,37826,"Some college, no degree","None","None"]
["29-1065","Pediatricians, General",29,"Healthcare Practitioners and Technical Occupations","29-1065 (Pediatricians, General)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","High Skill",190,250,60,0.31578947368421051,6,12,202,30,232,0.14851485148514851,3,2,6,11,63.64,132376,"Doctoral or professional degree","None","Internship/residency"]
["29-2057","Ophthalmic Medical Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2057 (Ophthalmic Medical Technicians)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",240,290,50,0.20833333333333334,5,10,250,25,275,0.1,8,12,6,26,20.82,43289,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",4750,5450,700,0.14736842105263157,70,140,4890,350,5240,7.1574642126789365E-2,310,258,71,639,17.77,36968,"Postsecondary non-degree award","None","None"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Low Skill",14940,16750,1810,0.12115127175368139,181,362,15302,905,16207,5.9142595739119071E-2,1173,1797,181,3151,13.52,28102,"No formal educational credential","None","Short-term on-the-job training"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,32,27,6,65,17.850000000000001,37123,"Postsecondary non-degree award","None","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",1980,2260,280,0.14141414141414141,28,56,2036,140,2176,6.8762278978389005E-2,108,82,28,218,28.46,59193,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",1380,1400,20,1.4492753623188406E-2,2,4,1384,10,1394,7.2254335260115606E-3,59,78,2,139,28.17,58601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Low Skill",1680,1650,-30,-1.7857142857142856E-2,-3,-6,1674,-15,1659,-8.9605734767025085E-3,64,47,-3,108,29.45,61262,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2221","Structural Iron and Steel Workers",47,"Construction and Extraction Occupations","47-2221 (Structural Iron and Steel Workers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",340,370,30,8.8235294117647065E-2,3,6,346,15,361,4.3352601156069363E-2,10,27,2,39,27.7,57601,"High school diploma or equivalent","None","Apprenticeship"]
["49-3052","Motorcycle Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3052 (Motorcycle Mechanics)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,4,6,-1,9,23.7,49304,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",750,800,50,6.6666666666666666E-2,5,10,760,25,785,3.2894736842105261E-2,21,54,5,80,22.7,47216,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Low Skill",320,320,0,0,0,0,320,0,320,0,15,18,0,33,16.760000000000002,34842,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",25,"Education, Training, and Library Occupations","25-3097 (Teachers and Instructors, All Other, Except Substitute Teachers)","Marin","Bay Area","San Rafael Metropolitan Division","North Bay","High Skill",1310,1620,310,0.23664122137404581,31,62,1372,155,1527,0.1129737609329446,89,68,31,188,0,34810,"Bachelor's degree","None","None"]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",25,"Education, Training, and Library Occupations","25-3097 (Teachers and Instructors, All Other, Except Substitute Teachers)","Napa","Bay Area","Napa Metropolitan Statistical Area","North Bay","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,7,5,1,13,0,0,"Bachelor's degree","None","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",580,590,10,1.7241379310344827E-2,1,2,582,5,587,8.5910652920962206E-3,20,38,1,59,37.43,77842,"High school diploma or equivalent","<5 years","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",6040,6790,750,0.12417218543046357,75,150,6190,375,6565,6.0581583198707593E-2,158,314,75,547,73.430000000000007,152745,"Bachelor's degree","None","Long-term on-the-job training"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",980,1030,50,5.1020408163265307E-2,5,10,990,25,1015,2.5252525252525252E-2,23,40,4,67,59.77,124314,"Bachelor's degree","None","None"]
["19-2012","Physicists",19,"Life, Physical, and Social Science Occupations","19-2012 (Physicists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",750,900,150,0.2,15,30,780,75,855,9.6153846153846159E-2,17,46,16,79,65.95,137180,"Doctoral or professional degree","None","None"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",540,590,50,9.2592592592592587E-2,5,10,550,25,575,4.5454545454545456E-2,11,34,5,50,51.1,106289,"Master's degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",2870,3280,410,0.14285714285714285,41,82,2952,205,3157,6.9444444444444448E-2,102,204,41,347,37.04,77044,"Associate's degree","None","None"]
["27-1026","Merchandise Displayers and Window Trimmers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1026 (Merchandise Displayers and Window Trimmers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",730,640,-90,-0.12328767123287671,-9,-18,712,-45,667,-6.3202247191011238E-2,24,39,-9,54,18.850000000000001,39197,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",4430,4770,340,7.6749435665914217E-2,34,68,4498,170,4668,3.7794575366829702E-2,129,311,34,474,38.04,79125,"Bachelor's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","High Skill",530,600,70,0.13207547169811321,7,14,544,35,579,6.4338235294117641E-2,12,16,7,35,49.68,103324,"Master's degree","None","None"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",720,780,60,8.3333333333333329E-2,6,12,732,30,762,4.0983606557377046E-2,43,70,5,118,16.899999999999999,35158,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9021","Private Detectives and Investigators",33,"Protective Service Occupations","33-9021 (Private Detectives and Investigators)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",200,200,0,0,0,0,200,0,200,0,10,8,0,18,31.51,65543,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["29-2012","Medical and Clinical Laboratory Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2012 (Medical and Clinical Laboratory Technicians)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Middle Skill",990,1170,180,0.18181818181818182,18,36,1026,90,1116,8.771929824561403E-2,33,33,18,84,0,0,"Associate's degree","None","None"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",1390,1570,180,0.12949640287769784,18,36,1426,90,1516,6.311360448807854E-2,78,113,18,209,25.56,53150,"High school diploma or equivalent","None","None"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Middle Skill",2510,1780,-730,-0.2908366533864542,-73,-146,2364,-365,1999,-0.15439932318104907,110,138,-73,175,16.809999999999999,34956,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",9290,9760,470,5.0592034445640477E-2,47,94,9384,235,9619,2.5042625745950554E-2,520,679,47,1246,15.83,32929,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",1010,1190,180,0.17821782178217821,18,36,1046,90,1136,8.6042065009560229E-2,32,74,18,124,26.33,54761,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9091 (Coin, Vending, and Amusement Machine Servicers and Repairers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",100,100,0,0,0,0,100,0,100,0,4,7,0,11,15.24,31705,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",910,320,-590,-0.64835164835164838,-59,-118,792,-295,497,-0.37247474747474746,35,30,-59,6,14.45,30072,"No formal educational credential","None","Short-term on-the-job training"]
["51-9123","Painting, Coating, and Decorating Workers",51,"Production Occupations","51-9123 (Painting, Coating, and Decorating Workers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",100,70,-30,-0.3,-3,-6,94,-15,79,-0.15957446808510639,2,6,-2,6,24.82,51628,"No formal educational credential","None","Moderate-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",1120,1320,200,0.17857142857142858,20,40,1160,100,1260,8.6206896551724144E-2,52,84,21,157,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-2022","Electrical and Electronic Equipment Assemblers",51,"Production Occupations","51-2022 (Electrical and Electronic Equipment Assemblers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,1,10,37.26,77515,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,2,0,3,42.6,88610,"Bachelor's degree","≥5 years","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,40.450000000000003,84121,"Bachelor's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,8,2,14,27.28,56724,"Bachelor's degree","None","None"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","Low Skill",2040,1890,-150,-7.3529411764705885E-2,-15,-30,2010,-75,1935,-3.7313432835820892E-2,84,142,-15,211,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",70,50,-20,-0.2857142857142857,-2,-4,66,-10,56,-0.15151515151515152,3,2,-2,3,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",130,110,-20,-0.15384615384615385,-2,-4,126,-10,116,-7.9365079365079361E-2,4,5,-1,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",2840,3390,550,0.19366197183098591,55,110,2950,275,3225,9.3220338983050849E-2,276,288,56,620,11.69,24306,"No formal educational credential","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",350,330,-20,-5.7142857142857141E-2,-2,-4,346,-10,336,-2.8901734104046242E-2,22,34,-2,54,14.02,29161,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,4,6,-1,9,22.31,46420,"Associate's degree","None","None"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",510,440,-70,-0.13725490196078433,-7,-14,496,-35,461,-7.0564516129032265E-2,26,25,-7,44,30.53,63504,"High school diploma or equivalent","<5 years","None"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Middle Skill",130,220,90,0.69230769230769229,9,18,148,45,193,0.30405405405405406,6,12,9,27,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,14,23,3,40,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Low Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,9,14,3,26,13.64,28366,"No formal educational credential","None","Short-term on-the-job training"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",290,350,60,0.20689655172413793,6,12,302,30,332,9.9337748344370855E-2,13,11,5,29,22.89,47622,"High school diploma or equivalent","<5 years","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",240,270,30,0.125,3,6,246,15,261,6.097560975609756E-2,4,12,3,19,41.19,85675,"Bachelor's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,3,8,3,14,47.84,99506,"Bachelor's degree","None","None"]
["19-3039","Psychologists, All Other",19,"Life, Physical, and Social Science Occupations","19-3039 (Psychologists, All Other)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,2,1,4,40.479999999999997,84182,"Master's degree","None","Internship/residency"]
["27-1023","Floral Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1023 (Floral Designers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",40,20,-20,-0.5,-2,-4,36,-10,26,-0.27777777777777779,1,2,-2,1,16.7,34739,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","High Skill",120,190,70,0.58333333333333337,7,14,134,35,169,0.26119402985074625,3,4,7,14,53.24,110727,"Master's degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",80,130,50,0.625,5,10,90,25,115,0.27777777777777779,4,5,5,14,15.62,32475,"Associate's degree","None","None"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",2110,2450,340,0.16113744075829384,34,68,2178,170,2348,7.8053259871441696E-2,169,258,34,461,12.33,25654,"No formal educational credential","None","Short-term on-the-job training"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",390,500,110,0.28205128205128205,11,22,412,55,467,0.13349514563106796,15,25,11,51,30.18,62767,"High school diploma or equivalent","<5 years","None"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,8,6,6,20,0,0,"High school diploma or equivalent","<5 years","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",740,980,240,0.32432432432432434,24,48,788,120,908,0.15228426395939088,53,57,23,133,15.32,31864,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,5,10,3,18,23.17,48185,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,4,9,2,15,52.16,108489,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",40,40,0,0,0,0,40,0,40,0,1,3,0,4,19.989999999999998,41587,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",60,60,0,0,0,0,60,0,60,0,4,5,1,10,10.68,22209,"No formal educational credential","None","Short-term on-the-job training"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,8,1,13,60.63,126127,"Bachelor's degree","≥5 years","None"]
["51-2099","Assemblers and Fabricators, All Other",51,"Production Occupations","51-2099 (Assemblers and Fabricators, All Other)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Low Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,4,2,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,4,9,3,16,38.880000000000003,80882,"Bachelor's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,8,1,13,31.21,64909,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,5,10,3,18,27.96,58156,"Associate's degree","None","None"]
["29-1011","Chiropractors",29,"Healthcare Practitioners and Technical Occupations","29-1011 (Chiropractors)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","High Skill",50,50,0,0,0,0,50,0,50,0,1,0,0,1,23.67,49230,"Doctoral or professional degree","None","None"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",240,300,60,0.25,6,12,252,30,282,0.11904761904761904,8,9,5,22,23.37,48610,"Postsecondary non-degree award","None","None"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,5,2,10,29.58,61532,"Associate's degree","None","None"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Low Skill",4680,5420,740,0.15811965811965811,74,148,4828,370,5198,7.6636288318144161E-2,374,573,74,1021,14.33,29809,"No formal educational credential","None","Short-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",1390,1520,130,9.3525179856115109E-2,13,26,1416,65,1481,4.5903954802259887E-2,119,90,13,222,14.41,29974,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Low Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,10,11,2,23,20.81,43277,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",900,1090,190,0.21111111111111111,19,38,938,95,1033,0.10127931769722814,54,52,19,125,22.29,46379,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",740,860,120,0.16216216216216217,12,24,764,60,824,7.8534031413612565E-2,29,54,12,95,32.81,68237,"High school diploma or equivalent","None","Apprenticeship"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,4,10,1,15,36.07,75037,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-3022","Meat, Poultry, and Fish Cutters and Trimmers",51,"Production Occupations","51-3022 (Meat, Poultry, and Fish Cutters and Trimmers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Low Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,12,2,21,13.1,27257,"No formal educational credential","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Low Skill",560,900,340,0.6071428571428571,34,68,628,170,798,0.27070063694267515,43,30,35,108,16.37,34047,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","High Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,70.53,146703,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,27.75,57716,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","High Skill",250,290,40,0.16,4,8,258,20,278,7.7519379844961239E-2,5,15,4,24,52.37,108920,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",920,1090,170,0.18478260869565216,17,34,954,85,1039,8.9098532494758909E-2,23,50,17,90,47.86,99530,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Merced","Central","Merced Metropolitan Statistical Area","Central","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,3,0,4,48.32,100500,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,6,13,4,23,36.729999999999997,76403,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9033","Education Administrators, Postsecondary",11,"Management Occupations","11-9033 (Education Administrators, Postsecondary)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",360,390,30,8.3333333333333329E-2,3,6,366,15,381,4.0983606557377046E-2,10,17,2,29,53.45,111175,"Master's degree","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",930,1080,150,0.16129032258064516,15,30,960,75,1035,7.8125E-2,27,49,16,92,46.08,95835,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,1,1,4,33.11,68861,"High school diploma or equivalent","<5 years","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Merced","Central","Merced Metropolitan Statistical Area","Central","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,1,6,28.73,59767,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",380,480,100,0.26315789473684209,10,20,400,50,450,0.125,14,28,10,52,33.950000000000003,70606,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","High Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,32.76,68146,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,6,12,1,19,24.59,51133,"Bachelor's degree","<5 years","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",1970,2170,200,0.10152284263959391,20,40,2010,100,2110,4.975124378109453E-2,61,119,21,201,30.65,63747,"Bachelor's degree","None","None"]
["13-2021","Appraisers and Assessors of Real Estate",13,"Business and Financial Operations Occupations","13-2021 (Appraisers and Assessors of Real Estate)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,0,4,18.45,38385,"Bachelor's degree","None","Long-term on-the-job training"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Merced","Central","Merced Metropolitan Statistical Area","Central","High Skill",100,100,0,0,0,0,100,0,100,0,2,4,0,6,37.020000000000003,77003,"Bachelor's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",60,60,0,0,0,0,60,0,60,0,1,2,0,3,41.73,86792,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",160,160,0,0,0,0,160,0,160,0,2,7,0,9,39.61,82405,"Bachelor's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,6,14,3,23,39.03,81187,"Bachelor's degree","None","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","High Skill",690,720,30,4.3478260869565216E-2,3,6,696,15,711,2.1551724137931036E-2,16,28,3,47,56.31,117124,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",180,280,100,0.55555555555555558,10,20,200,50,250,0.25,7,12,10,29,24.61,51200,"Associate's degree","None","None"]
["17-3013","Mechanical Drafters",17,"Architecture and Engineering Occupations","17-3013 (Mechanical Drafters)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,6,2,11,27.63,57465,"Associate's degree","None","None"]
["19-1013","Soil and Plant Scientists",19,"Life, Physical, and Social Science Occupations","19-1013 (Soil and Plant Scientists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,0,7,21.29,44295,"Bachelor's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,6,2,12,54.11,112554,"Doctoral or professional degree","None","Internship/residency"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","High Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,3,9,0,12,16.03,33358,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",160,210,50,0.3125,5,10,170,25,195,0.14705882352941177,7,12,5,24,0,0,"Bachelor's degree","None","None"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","High Skill",400,480,80,0.2,8,16,416,40,456,9.6153846153846159E-2,16,29,8,53,0,0,"Master's degree","None","Internship/residency"]
["21-1019","Counselors, All Other",21,"Community and Social Service Occupations","21-1019 (Counselors, All Other)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,6,2,12,19.43,40405,"Master's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","Merced","Central","Merced Metropolitan Statistical Area","Central","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,0,4,29.84,62076,"Bachelor's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","High Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,0,0,"Bachelor's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","High Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,10,16,2,28,24.31,50560,"Bachelor's degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,3,5,1,9,20.69,43036,"Associate's degree","None","None"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Central","High Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,7,8,1,16,0,0,"Bachelor's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",510,580,70,0.13725490196078433,7,14,524,35,559,6.6793893129770993E-2,24,29,8,61,0,71509,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","High Skill",730,820,90,0.12328767123287671,9,18,748,45,793,6.0160427807486629E-2,25,28,9,62,0,65772,"Bachelor's degree","None","None"]
["25-2032","Career/Technical Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2032 (Career/Technical Education Teachers, Secondary School)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,4,1,8,0,91646,"Bachelor's degree","<5 years","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,7,7,2,16,0,67701,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","High Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,17.37,36140,"Master's degree","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","High Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,9,8,3,20,41.45,86223,"Master's degree","≥5 years","None"]
["27-1019","Artists and Related Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1019 (Artists and Related Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,17.64,36679,"No formal educational credential","None","Long-term on-the-job training"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,34.29,71337,"Bachelor's degree","<5 years","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Central","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,7,1,11,26.09,54256,"Bachelor's degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,1,2,4,94.07,195671,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","High Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Madera","Central","Madera Metropolitan Statistical Area ","Central","High Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,2,3,3,8,53.47,111224,"Master's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","High Skill",30,30,0,0,0,0,30,0,30,0,1,1,1,3,45.32,94266,"Master's degree","None","Internship/residency"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","High Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,6,11,8,25,40.25,83715,"Master's degree","None","Internship/residency"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",250,290,40,0.16,4,8,258,20,278,7.7519379844961239E-2,10,6,4,20,45.74,95139,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,2,2,6,39.74,82659,"Associate's degree","None","None"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",220,260,40,0.18181818181818182,4,8,228,20,248,8.771929824561403E-2,8,11,4,23,14.64,30454,"Associate's degree","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,16.68,34699,"High school diploma or equivalent","None","Long-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Middle Skill",310,290,-20,-6.4516129032258063E-2,-2,-4,306,-10,296,-3.2679738562091505E-2,18,15,-2,31,12.91,26837,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",1310,1510,200,0.15267175572519084,20,40,1350,100,1450,7.407407407407407E-2,72,81,20,173,15.54,32329,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Middle Skill",260,350,90,0.34615384615384615,9,18,278,45,323,0.16187050359712229,13,18,9,40,17.27,35919,"Postsecondary non-degree award","None","None"]
["31-9095","Pharmacy Aides",31,"Healthcare Support Occupations","31-9095 (Pharmacy Aides)","Merced","Central","Merced Metropolitan Statistical Area","Central","Low Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,4,4,-1,7,11.93,24810,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",90,90,0,0,0,0,90,0,90,0,2,3,0,5,59.93,124658,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",360,250,-110,-0.30555555555555558,-11,-22,338,-55,283,-0.16272189349112426,7,13,-11,9,29.97,62334,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","Low Skill",70,70,0,0,0,0,70,0,70,0,4,5,0,9,14.62,30406,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Low Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,7,6,0,13,17.850000000000001,37123,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Madera","Central","Madera Metropolitan Statistical Area ","Central","Middle Skill",270,320,50,0.18518518518518517,5,10,280,25,305,8.9285714285714288E-2,13,28,5,46,14.44,30036,"High school diploma or equivalent","<5 years","None"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Low Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,8,10,1,19,18.22,37894,"No formal educational credential","None","Short-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",330,360,30,9.0909090909090912E-2,3,6,336,15,351,4.4642857142857144E-2,20,28,2,50,12.21,25407,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",8080,10250,2170,0.26856435643564358,217,434,8514,1085,9599,0.12743716232088326,812,849,216,1877,11.61,24152,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Low Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,25,22,4,51,11.3,23524,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,4,1,9,24.64,51235,"High school diploma or equivalent","<5 years","None"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,14,17,4,35,21.18,44045,"High school diploma or equivalent","<5 years","None"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",1520,1650,130,8.5526315789473686E-2,13,26,1546,65,1611,4.2043984476067268E-2,117,89,13,219,11.47,23843,"No formal educational credential","None","Short-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",2020,2170,150,7.4257425742574254E-2,15,30,2050,75,2125,3.6585365853658534E-2,98,149,15,262,14.18,29501,"No formal educational credential","None","Short-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,5,6,1,12,11.72,24358,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Low Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,17,19,2,38,11.9,24748,"No formal educational credential","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",17520,24170,6650,0.3795662100456621,665,1330,18850,3325,22175,0.17639257294429708,1664,1253,664,3581,11.69,24306,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,34,53,6,93,12.53,26065,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Low Skill",5870,6070,200,3.4071550255536626E-2,20,40,5910,100,6010,1.6920473773265651E-2,560,547,19,1126,11.47,23843,"No formal educational credential","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",9640,10010,370,3.8381742738589214E-2,37,74,9714,185,9899,1.9044677784640723E-2,622,780,37,1439,11.66,24256,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,5,12,-1,16,14.48,30123,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",1800,2030,230,0.12777777777777777,23,46,1846,115,1961,6.2296858071505957E-2,61,166,23,250,23.86,49627,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Merced","Central","Merced Metropolitan Statistical Area","Central","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,0,0,"High school diploma or equivalent","<5 years","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,8,12,2,22,28.28,58826,"High school diploma or equivalent","<5 years","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",1180,1250,70,5.9322033898305086E-2,7,14,1194,35,1229,2.9313232830820771E-2,47,70,6,123,23.51,48897,"High school diploma or equivalent","<5 years","None"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Low Skill",710,840,130,0.18309859154929578,13,26,736,65,801,8.8315217391304351E-2,33,42,13,88,17.29,35959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",380,370,-10,-2.6315789473684209E-2,-1,-2,378,-5,373,-1.3227513227513227E-2,19,24,-1,42,12.93,26900,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Merced","Central","Merced Metropolitan Statistical Area","Central","Middle Skill",740,870,130,0.17567567567567569,13,26,766,65,831,8.4856396866840725E-2,41,61,13,115,17.46,36327,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,20,36,3,59,11.8,24536,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,2,11,18.600000000000001,38682,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4151","Order Clerks",43,"Office and Administrative Support Occupations","43-4151 (Order Clerks)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Low Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,10,15,4,29,15.5,32223,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,34,43,7,84,21.43,44588,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Mother Lode","Low Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,21.23,44148,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Merced","Central","Merced Metropolitan Statistical Area","Central","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,5,10,0,15,23.1,48058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Low Skill",5120,5730,610,0.119140625,61,122,5242,305,5547,5.8183899275085847E-2,296,386,61,743,12.05,25068,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,10,10,4,24,15.21,31649,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Madera","Central","Madera Metropolitan Statistical Area ","Central","Middle Skill",630,630,0,0,0,0,630,0,630,0,34,33,0,67,17.07,35508,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","Merced","Central","Merced Metropolitan Statistical Area","Central","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,2,9,15.96,33185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",1150,1270,120,0.10434782608695652,12,24,1174,60,1234,5.1107325383304938E-2,39,119,12,170,18.329999999999998,38139,"High school diploma or equivalent","<5 years","None"]
["45-2011","Agricultural Inspectors",45,"Farming, Fishing, and Forestry Occupations","45-2011 (Agricultural Inspectors)","Merced","Central","Merced Metropolitan Statistical Area","Central","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,6,0,9,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",1380,1430,50,3.6231884057971016E-2,5,10,1390,25,1415,1.7985611510791366E-2,51,160,5,216,11.95,24866,"No formal educational credential","None","Short-term on-the-job training"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",1310,1850,540,0.41221374045801529,54,108,1418,270,1688,0.19040902679830748,54,88,54,196,20.98,43636,"High school diploma or equivalent","None","Apprenticeship"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",2590,3130,540,0.20849420849420849,54,108,2698,270,2968,0.10007412898443291,100,188,54,342,19.04,39605,"No formal educational credential","None","Short-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Madera","Central","Madera Metropolitan Statistical Area ","Central","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,6,14,2,22,30.33,63097,"High school diploma or equivalent","None","Apprenticeship"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",840,1060,220,0.26190476190476192,22,44,884,110,994,0.1244343891402715,33,70,23,126,32.39,67362,"High school diploma or equivalent","None","Apprenticeship"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Low Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,7,12,2,21,19.14,39808,"No formal educational credential","None","Long-term on-the-job training"]
["47-3013","Helpers--Electricians",47,"Construction and Extraction Occupations","47-3013 (Helpers--Electricians)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Low Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,3,7,2,12,11.54,24021,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Low Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,22.69,47198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,5,2,9,21.56,44846,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",910,980,70,7.6923076923076927E-2,7,14,924,35,959,3.787878787878788E-2,30,57,7,94,18.260000000000002,37981,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Central","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,6,2,11,23.85,49629,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Low Skill",200,180,-20,-0.1,-2,-4,196,-10,186,-5.1020408163265307E-2,7,17,-2,22,13.31,27683,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Middle Skill",630,730,100,0.15873015873015872,10,20,650,50,700,7.6923076923076927E-2,23,35,10,68,20.100000000000001,41799,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Low Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,6,2,12,18.5,38489,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",1490,1310,-180,-0.12080536912751678,-18,-36,1454,-90,1364,-6.1898211829436035E-2,60,102,-18,144,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Central","Low Skill",120,120,0,0,0,0,120,0,120,0,8,9,0,17,13.53,28137,"No formal educational credential","None","Long-term on-the-job training"]
["51-3022","Meat, Poultry, and Fish Cutters and Trimmers",51,"Production Occupations","51-3022 (Meat, Poultry, and Fish Cutters and Trimmers)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",1180,1310,130,0.11016949152542373,13,26,1206,65,1271,5.3897180762852402E-2,56,95,12,163,11.89,24729,"No formal educational credential","None","Short-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",430,460,30,6.9767441860465115E-2,3,6,436,15,451,3.4403669724770644E-2,16,29,3,48,17.670000000000002,36745,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,15.64,32539,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7099","Woodworkers, All Other",51,"Production Occupations","51-7099 (Woodworkers, All Other)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",140,110,-30,-0.21428571428571427,-3,-6,134,-15,119,-0.11194029850746269,7,6,-4,9,11.83,24616,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,1,8,35.659999999999997,74187,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9021 (Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,13.39,27851,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,4,11,1,16,15.41,32068,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Kern","Central","Bakersfield Metropolitan Statistical Area","Central","Low Skill",350,490,140,0.4,14,28,378,70,448,0.18518518518518517,16,31,14,61,13.07,27185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-1021 (First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand)","Madera","Central","Madera Metropolitan Statistical Area ","Central","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,1,7,0,0,"High school diploma or equivalent","<5 years","None"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Middle Skill",860,920,60,6.9767441860465115E-2,6,12,872,30,902,3.4403669724770644E-2,70,36,6,112,17.920000000000002,37270,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Central","Low Skill",2620,3130,510,0.19465648854961831,51,102,2722,255,2977,9.3681116825863331E-2,122,180,51,353,17.440000000000001,36268,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-7032","Excavating and Loading Machine and Dragline Operators",53,"Transportation and Material Moving Occupations","53-7032 (Excavating and Loading Machine and Dragline Operators)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,7,1,12,32.479999999999997,67557,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Fresno","Central","Fresno Metropolitan Statistical Area","Central","Low Skill",1450,1580,130,8.9655172413793102E-2,13,26,1476,65,1541,4.4037940379403791E-2,78,131,14,223,11.95,24864,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Mother Lode","Low Skill",260,230,-30,-0.11538461538461539,-3,-6,254,-15,239,-5.905511811023622E-2,17,20,-3,34,10.84,22540,"No formal educational credential","None","Short-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,5,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,9,3,18,43.31,90089,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",980,1080,100,0.10204081632653061,10,20,1000,50,1050,0.05,32,53,11,96,33.4,69473,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",4540,4960,420,9.2511013215859028E-2,42,84,4624,210,4834,4.5415224913494812E-2,103,234,42,379,55.74,115946,"Bachelor's degree","None","None"]
["19-2099","Physical Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-2099 (Physical Scientists, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,6,1,9,42.05,87472,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",910,940,30,3.2967032967032968E-2,3,6,916,15,931,1.6375545851528384E-2,28,49,3,80,50.15,104319,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",1200,1310,110,9.166666666666666E-2,11,22,1222,55,1277,4.5008183306055646E-2,42,46,11,99,0,67630,"Bachelor's degree","None","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,7,4,3,14,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",540,700,160,0.29629629629629628,16,32,572,80,652,0.13986013986013987,13,17,16,46,50.58,105202,"Master's degree","None","None"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",940,1130,190,0.20212765957446807,19,38,978,95,1073,9.7137014314928424E-2,29,34,20,83,24.27,50479,"Postsecondary non-degree award","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Low Skill",200,280,80,0.4,8,16,216,40,256,0.18518518518518517,10,18,7,35,17.68,36783,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Low Skill",3880,4370,490,0.12628865979381443,49,98,3978,245,4223,6.1588738059326298E-2,305,329,49,683,11.24,23391,"No formal educational credential","None","Short-term on-the-job training"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",2480,3100,620,0.25,62,124,2604,310,2914,0.11904761904761904,168,142,63,373,12.3,25582,"Postsecondary non-degree award","None","None"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",1860,2020,160,8.6021505376344093E-2,16,32,1892,80,1972,4.2283298097251586E-2,84,153,16,253,14.97,31136,"No formal educational credential","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",2210,2220,10,4.5248868778280547E-3,1,2,2212,5,2217,2.2603978300180833E-3,93,124,1,218,24.22,50371,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Low Skill",12970,14320,1350,0.1040863531225906,135,270,13240,675,13915,5.0981873111782476E-2,745,972,134,1851,12.55,26102,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,8,2,14,30.17,62761,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",1320,1580,260,0.19696969696969696,26,52,1372,130,1502,9.4752186588921289E-2,44,83,25,152,25.88,53823,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Low Skill",320,320,0,0,0,0,320,0,320,0,12,24,0,36,16.62,34586,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",51,"Production Occupations","51-7041 (Sawing Machine Setters, Operators, and Tenders, Wood)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Low Skill",390,390,0,0,0,0,390,0,390,0,16,29,0,45,14.57,30307,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Middle Skill",1650,1820,170,0.10303030303030303,17,34,1684,85,1769,5.0475059382422804E-2,136,71,17,224,17.739999999999998,36888,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1042","Biological Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1042 (Biological Science Teachers, Postsecondary)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","High Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,16,17,7,40,0,115682,"Doctoral or professional degree","None","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,36.19,75280,"Bachelor's degree","≥5 years","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","High Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,6,11,3,20,29.16,60655,"Bachelor's degree","None","None"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,6,1,11,28.46,59212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",50,50,0,0,0,0,50,0,50,0,4,2,0,6,21.19,44081,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,15.5,32231,"Associate's degree","None","None"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Low Skill",60,100,40,0.66666666666666663,4,8,68,20,88,0.29411764705882354,6,6,4,16,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",200,180,-20,-0.1,-2,-4,196,-10,186,-5.1020408163265307E-2,10,12,-2,20,14.35,29848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,-1,4,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Low Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,3,0,4,23.65,49203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Middle Skill",830,920,90,0.10843373493975904,9,18,848,45,893,5.3066037735849059E-2,37,55,9,101,21.74,45224,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",270,310,40,0.14814814814814814,4,8,278,20,298,7.1942446043165464E-2,6,16,4,26,56.14,116778,"Bachelor's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",1080,1280,200,0.18518518518518517,20,40,1120,100,1220,8.9285714285714288E-2,39,62,21,122,0,0,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",7090,8020,930,0.1311706629055007,93,186,7276,465,7741,6.3908741066520072E-2,237,436,93,766,30.71,63880,"Bachelor's degree","None","None"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",310,360,50,0.16129032258064516,5,10,320,25,345,7.8125E-2,5,17,5,27,46.83,97414,"Bachelor's degree","≥5 years","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",290,340,50,0.17241379310344829,5,10,300,25,325,8.3333333333333329E-2,10,17,5,32,27.64,57486,"Associate's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",1320,1560,240,0.18181818181818182,24,48,1368,120,1488,8.771929824561403E-2,52,92,24,168,36.18,75256,"Master's degree","None","Internship/residency"]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",25,"Education, Training, and Library Occupations","25-3011 (Adult Basic and Secondary Education and Literacy Teachers and Instructors)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",510,520,10,1.9607843137254902E-2,1,2,512,5,517,9.765625E-3,32,24,1,57,38.020000000000003,79074,"Bachelor's degree","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",1720,1960,240,0.13953488372093023,24,48,1768,120,1888,6.7873303167420809E-2,87,75,24,186,49.12,102166,"Master's degree","≥5 years","None"]
["29-1065","Pediatricians, General",29,"Healthcare Practitioners and Technical Occupations","29-1065 (Pediatricians, General)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","High Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,5,4,4,13,87.63,182266,"Doctoral or professional degree","None","Internship/residency"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",2220,2700,480,0.21621621621621623,48,96,2316,240,2556,0.10362694300518134,43,101,48,192,14.98,31155,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",4760,5590,830,0.17436974789915966,83,166,4926,415,5341,8.4246853430775481E-2,264,296,82,642,15.92,33121,"Postsecondary non-degree award","None","None"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",4270,3940,-330,-7.7283372365339581E-2,-33,-66,4204,-165,4039,-3.924833491912464E-2,145,185,-33,297,39.369999999999997,81878,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",4610,5260,650,0.14099783080260303,65,130,4740,325,5065,6.8565400843881852E-2,593,466,65,1124,11.76,24450,"No formal educational credential","None","Short-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",7800,9350,1550,0.19871794871794871,155,310,8110,775,8885,9.556103575832306E-2,271,740,154,1165,22.92,47675,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",4570,5380,810,0.17724288840262581,81,162,4732,405,5137,8.5587489433643277E-2,213,274,82,569,17.71,36839,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",1020,1120,100,9.8039215686274508E-2,10,20,1040,50,1090,4.807692307692308E-2,46,64,10,120,16.829999999999998,35007,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",3980,4680,700,0.17587939698492464,70,140,4120,350,4470,8.4951456310679616E-2,188,275,70,533,13.01,27064,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-3014","Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons",47,"Construction and Extraction Occupations","47-3014 (Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",140,180,40,0.2857142857142857,4,8,148,20,168,0.13513513513513514,7,16,4,27,17.66,36745,"No formal educational credential","None","Short-term on-the-job training"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",370,430,60,0.16216216216216217,6,12,382,30,412,7.8534031413612565E-2,10,32,5,47,41.28,85866,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9094","Locksmiths and Safe Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9094 (Locksmiths and Safe Repairers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",340,360,20,5.8823529411764705E-2,2,4,344,10,354,2.9069767441860465E-2,17,15,2,34,27.41,57022,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",2990,3410,420,0.14046822742474915,42,84,3074,210,3284,6.8314899154196487E-2,85,250,42,377,18.97,39437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Low Skill",750,810,60,0.08,6,12,762,30,792,3.937007874015748E-2,30,54,7,91,12.18,25343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6051","Transportation Inspectors",53,"Transportation and Material Moving Occupations","53-6051 (Transportation Inspectors)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,13,22,3,38,28.87,60047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2012","Medical and Clinical Laboratory Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2012 (Medical and Clinical Laboratory Technicians)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Middle Skill",1070,1230,160,0.14953271028037382,16,32,1102,80,1182,7.2595281306715068E-2,35,35,16,86,0,0,"Associate's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",7150,7160,10,1.3986013986013986E-3,1,2,7152,5,7157,6.9910514541387029E-4,283,516,1,800,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",10390,12030,1640,0.15784408084696824,164,328,10718,820,11538,7.6506810972196304E-2,257,498,164,919,43.98,91477,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9061","Funeral Service Managers",11,"Management Occupations","11-9061 (Funeral Service Managers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,8,13,3,24,0,0,"Associate's degree","<5 years","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",8050,8710,660,8.1987577639751549E-2,66,132,8182,330,8512,4.0332437056954287E-2,167,527,66,760,44.79,93182,"Bachelor's degree","None","None"]
["17-2031","Biomedical Engineers",17,"Architecture and Engineering Occupations","17-2031 (Biomedical Engineers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",710,720,10,1.4084507042253521E-2,1,2,712,5,717,7.0224719101123594E-3,16,31,1,48,45.33,94296,"Bachelor's degree","None","None"]
["19-2021","Atmospheric and Space Scientists",19,"Life, Physical, and Social Science Occupations","19-2021 (Atmospheric and Space Scientists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",140,180,40,0.2857142857142857,4,8,148,20,168,0.13513513513513514,4,7,3,14,35.020000000000003,72860,"Bachelor's degree","None","None"]
["21-1013","Marriage and Family Therapists",21,"Community and Social Service Occupations","21-1013 (Marriage and Family Therapists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",3390,4170,780,0.23008849557522124,78,156,3546,390,3936,0.10998307952622674,139,247,78,464,22.22,46214,"Master's degree","None","Internship/residency"]
["25-1063","Economics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1063 (Economics Teachers, Postsecondary)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,9,10,4,23,0,0,"Doctoral or professional degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",4420,4670,250,5.6561085972850679E-2,25,50,4470,125,4595,2.7964205816554809E-2,151,166,26,343,0,87036,"Bachelor's degree","None","None"]
["27-1022","Fashion Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1022 (Fashion Designers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",5550,5730,180,3.2432432432432434E-2,18,36,5586,90,5676,1.611170784103115E-2,199,317,18,534,33.43,69529,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",5850,6220,370,6.3247863247863245E-2,37,74,5924,185,6109,3.1228899392302497E-2,200,382,37,619,33.29,69235,"Bachelor's degree","<5 years","None"]
["29-1151","Nurse Anesthetists",29,"Healthcare Practitioners and Technical Occupations","29-1151 (Nurse Anesthetists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",320,390,70,0.21875,7,14,334,35,369,0.10479041916167664,5,12,7,24,91.68,190685,"Master's degree","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",5830,6760,930,0.15951972555746141,93,186,6016,465,6481,7.7293882978723402E-2,185,188,92,465,19.8,41187,"Postsecondary non-degree award","None","None"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",2830,3170,340,0.12014134275618374,34,68,2898,170,3068,5.866114561766736E-2,137,150,34,321,26.26,54609,"High school diploma or equivalent","<5 years","None"]
["33-9091","Crossing Guards",33,"Protective Service Occupations","33-9091 (Crossing Guards)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",1670,1650,-20,-1.1976047904191617E-2,-2,-4,1666,-10,1656,-6.0024009603841539E-3,232,65,-2,295,17.11,35580,"No formal educational credential","None","Short-term on-the-job training"]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3012 (Pesticide Handlers, Sprayers, and Applicators, Vegetation)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,13,19,2,34,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",12660,13230,570,4.5023696682464455E-2,57,114,12774,285,13059,2.2310944105213715E-2,431,721,57,1209,32.090000000000003,66734,"High school diploma or equivalent","<5 years","None"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",2120,2100,-20,-9.433962264150943E-3,-2,-4,2116,-10,2106,-4.725897920604915E-3,89,137,-2,224,20.84,43349,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",29610,32100,2490,8.4093211752786223E-2,249,498,30108,1245,31353,4.1351135910721405E-2,1918,2048,249,4215,14.36,29868,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",11480,9630,-1850,-0.16114982578397213,-185,-370,11110,-925,10185,-8.325832583258326E-2,568,553,-185,936,24.55,51047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",1850,2020,170,9.1891891891891897E-2,17,34,1884,85,1969,4.511677282377919E-2,67,133,18,218,26.09,54272,"High school diploma or equivalent","None","Apprenticeship"]
["47-4041","Hazardous Materials Removal Workers",47,"Construction and Extraction Occupations","47-4041 (Hazardous Materials Removal Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",1040,1280,240,0.23076923076923078,24,48,1088,120,1208,0.11029411764705882,46,91,24,161,21.2,44094,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",30980,33900,2920,9.4254357650096834E-2,292,584,31564,1460,33024,4.6255227474337857E-2,1322,1804,292,3418,19.510000000000002,40570,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-1067","Sociology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1067 (Sociology Teachers, Postsecondary)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,4,1,9,0,105477,"Doctoral or professional degree","None","None"]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4072 (Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",2860,2130,-730,-0.25524475524475526,-73,-146,2714,-365,2349,-0.13448784082535004,91,189,-74,206,12.15,25271,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8012","Power Distributors and Dispatchers",51,"Production Occupations","51-8012 (Power Distributors and Dispatchers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",390,390,0,0,0,0,390,0,390,0,10,24,-1,33,36.5,75927,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",1060,1100,40,3.7735849056603772E-2,4,8,1068,20,1088,1.8726591760299626E-2,30,84,4,118,19.38,40287,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",7280,7590,310,4.2582417582417584E-2,31,62,7342,155,7497,2.1111413783710162E-2,292,543,31,866,12.37,25742,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Low Skill",1470,1710,240,0.16326530612244897,24,48,1518,120,1638,7.9051383399209488E-2,68,110,24,202,19.34,40214,"High school diploma or equivalent","None","Short-term on-the-job training"]
["11-3131","Training and Development Managers",11,"Management Occupations","11-3131 (Training and Development Managers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",420,460,40,9.5238095238095233E-2,4,8,428,20,448,4.6728971962616821E-2,12,26,4,42,57.24,119054,"Bachelor's degree","≥5 years","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",12580,14310,1730,0.13751987281399047,173,346,12926,865,13791,6.691938728144825E-2,432,695,173,1300,43.1,89661,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",1990,2120,130,6.5326633165829151E-2,13,26,2016,65,2081,3.2242063492063495E-2,63,106,14,183,34.83,72463,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-2041","Statisticians",15,"Computer and Mathematical Occupations","15-2041 (Statisticians)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",250,330,80,0.32,8,16,266,40,306,0.15037593984962405,6,15,8,29,42.91,89270,"Master's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,9,19,4,32,25.26,52550,"Bachelor's degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",3670,4360,690,0.18801089918256131,69,138,3808,345,4153,9.0598739495798317E-2,132,267,69,468,22.56,46945,"Associate's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","High Skill",7300,7820,520,7.1232876712328766E-2,52,104,7404,260,7664,3.5116153430578063E-2,231,282,52,565,0,89981,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",690,820,130,0.18840579710144928,13,26,716,65,781,9.0782122905027934E-2,19,46,13,78,0,0,"Bachelor's degree","<5 years","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",1550,1900,350,0.22580645161290322,35,70,1620,175,1795,0.10802469135802469,41,39,34,114,35.869999999999997,74596,"Associate's degree","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",3180,4470,1290,0.40566037735849059,129,258,3438,645,4083,0.18760907504363003,232,193,129,554,12.58,26168,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",690,710,20,2.8985507246376812E-2,2,4,694,10,704,1.4409221902017291E-2,19,24,3,46,54.2,112726,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Low Skill",10820,12220,1400,0.12939001848428835,140,280,11100,700,11800,6.3063063063063057E-2,921,999,140,2060,11.96,24892,"No formal educational credential","None","Short-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Low Skill",2810,3210,400,0.14234875444839859,40,80,2890,200,3090,6.9204152249134954E-2,206,242,40,488,12.58,26178,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",4210,4710,500,0.11876484560570071,50,100,4310,250,4560,5.8004640371229696E-2,228,174,50,452,33.57,69833,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",4750,4310,-440,-9.2631578947368426E-2,-44,-88,4662,-220,4442,-4.7190047190047192E-2,232,291,-44,479,14.42,30001,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",22210,21020,-1190,-5.3579468707789284E-2,-119,-238,21972,-595,21377,-2.7079919898052068E-2,1164,1133,-119,2178,20.32,42254,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",1990,2290,300,0.15075376884422109,30,60,2050,150,2200,7.3170731707317069E-2,82,150,30,262,38.26,79576,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2171","Reinforcing Iron and Rebar Workers",47,"Construction and Extraction Occupations","47-2171 (Reinforcing Iron and Rebar Workers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",450,520,70,0.15555555555555556,7,14,464,35,499,7.5431034482758619E-2,12,37,7,56,17.2,35778,"High school diploma or equivalent","None","Apprenticeship"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",1960,2160,200,0.10204081632653061,20,40,2000,100,2100,0.05,69,106,20,195,25.44,52909,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4032 (Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Low Skill",360,300,-60,-0.16666666666666666,-6,-12,348,-30,318,-8.6206896551724144E-2,12,23,-6,29,15.4,32047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",150,150,0,0,0,0,150,0,150,0,5,11,0,16,38.46,80000,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Middle Skill",1870,2040,170,9.0909090909090912E-2,17,34,1904,85,1989,4.4642857142857144E-2,153,80,17,250,18.600000000000001,38685,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1193","Recreation and Fitness Studies Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1193 (Recreation and Fitness Studies Teachers, Postsecondary)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","High Skill",800,910,110,0.13750000000000001,11,22,822,55,877,6.6909975669099758E-2,31,33,11,75,0,0,"Doctoral or professional degree","None","None"]
["51-2022","Electrical and Electronic Equipment Assemblers",51,"Production Occupations","51-2022 (Electrical and Electronic Equipment Assemblers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Middle Skill",5360,4010,-1350,-0.25186567164179102,-135,-270,5090,-675,4415,-0.13261296660117877,238,306,-135,409,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","High Skill",220,230,10,4.5454545454545456E-2,1,2,222,5,227,2.2522522522522521E-2,4,10,1,15,32.979999999999997,68595,"Bachelor's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","High Skill",310,370,60,0.19354838709677419,6,12,322,30,352,9.3167701863354033E-2,12,22,6,40,25.87,53810,"Master's degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Middle Skill",480,530,50,0.10416666666666667,5,10,490,25,515,5.1020408163265307E-2,22,27,5,54,11.72,24371,"Associate's degree","None","None"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,1,1,3,53.42,111123,"Doctoral or professional degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Middle Skill",460,510,50,0.10869565217391304,5,10,470,25,495,5.3191489361702128E-2,17,17,5,39,26.78,55698,"Postsecondary non-degree award","None","None"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,6,8,0,14,11.78,24491,"No formal educational credential","None","Short-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Middle Skill",1240,1260,20,1.6129032258064516E-2,2,4,1244,10,1254,8.0385852090032149E-3,102,77,2,181,11.61,24152,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",170,170,0,0,0,0,170,0,170,0,8,11,0,19,17.55,36522,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",1360,1370,10,7.3529411764705881E-3,1,2,1362,5,1367,3.6710719530102789E-3,50,156,0,206,11.45,23818,"No formal educational credential","None","Short-term on-the-job training"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",220,280,60,0.27272727272727271,6,12,232,30,262,0.12931034482758622,8,18,6,32,20.47,42590,"No formal educational credential","None","Short-term on-the-job training"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","High Skill",80,80,0,0,0,0,80,0,80,0,2,4,0,6,52.82,109869,"Bachelor's degree","<5 years","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","High Skill",80,80,0,0,0,0,80,0,80,0,3,5,0,8,21.84,45432,"Master's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","High Skill",650,710,60,9.2307692307692313E-2,6,12,662,30,692,4.5317220543806644E-2,22,25,6,53,0,75246,"Bachelor's degree","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,68.260000000000005,141980,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,0,5,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","Middle Skill",100,80,-20,-0.2,-2,-4,96,-10,86,-0.10416666666666667,5,5,-2,8,27.1,56379,"High school diploma or equivalent","<5 years","None"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Northern Inland","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,0,0,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",100,100,0,0,0,0,100,0,100,0,2,5,0,7,36.700000000000003,76331,"High school diploma or equivalent","≥5 years","None"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","High Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,5,12,1,18,25.63,53306,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",60,60,0,0,0,0,60,0,60,0,1,3,0,4,27.85,57932,"Associate's degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,8,2,14,25.88,53830,"Associate's degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","High Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,3,1,7,17.11,35592,"Bachelor's degree","None","None"]
["29-2051","Dietetic Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2051 (Dietetic Technicians)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",380,420,40,0.10526315789473684,4,8,388,20,408,5.1546391752577317E-2,20,23,4,47,19.809999999999999,41217,"Postsecondary non-degree award","None","None"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",2280,2610,330,0.14473684210526316,33,66,2346,165,2511,7.0332480818414325E-2,217,227,34,478,11.57,24059,"No formal educational credential","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Middle Skill",500,510,10,0.02,1,2,502,5,507,9.9601593625498006E-3,33,50,1,84,11.87,24687,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",760,810,50,6.5789473684210523E-2,5,10,770,25,795,3.2467532467532464E-2,49,52,6,107,13.95,29019,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",210,260,50,0.23809523809523808,5,10,220,25,245,0.11363636363636363,8,27,5,40,15.95,33172,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,26.75,55636,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,23.74,49375,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",180,180,0,0,0,0,180,0,180,0,7,12,0,19,19.600000000000001,40768,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7063","Machine Feeders and Offbearers",53,"Transportation and Material Moving Occupations","53-7063 (Machine Feeders and Offbearers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Northern Coastal","Low Skill",70,70,0,0,0,0,70,0,70,0,4,5,0,9,12.19,25339,"No formal educational credential","None","Short-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,8,1,13,28.82,59961,"Bachelor's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,2,5,2,9,41.1,85482,"Bachelor's degree","None","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",1150,1120,-30,-2.6086956521739129E-2,-3,-6,1144,-15,1129,-1.3111888111888112E-2,62,52,-3,111,0,29875,"Some college, no degree","None","None"]
["27-2023","Umpires, Referees, and Other Sports Officials",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2023 (Umpires, Referees, and Other Sports Officials)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Low Skill",60,60,0,0,0,0,60,0,60,0,3,5,0,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,4,2,1,7,29.53,61419,"Postsecondary non-degree award","None","None"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Low Skill",380,410,30,7.8947368421052627E-2,3,6,386,15,401,3.8860103626943004E-2,32,34,2,68,13,27042,"No formal educational credential","None","Short-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","High Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,2,0,3,56.66,117870,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,20.91,43492,"Associate's degree","None","None"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",1290,1190,-100,-7.7519379844961239E-2,-10,-20,1270,-50,1220,-3.937007874015748E-2,67,65,-11,121,18.18,37811,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,1,8,17.79,36999,"High school diploma or equivalent","None","Apprenticeship"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Low Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,4,1,7,13.07,27196,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-6051","Transportation Inspectors",53,"Transportation and Material Moving Occupations","53-6051 (Transportation Inspectors)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Northern Inland","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","Butte","North Far North","Chico Metropolitan Statistical Area","Northern Inland","Low Skill",300,290,-10,-3.3333333333333333E-2,-1,-2,298,-5,293,-1.6778523489932886E-2,12,21,-1,32,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,7,2,12,30.9,64268,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","High Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,7,12,1,20,23.41,48682,"Master's degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,4,1,8,15.91,33094,"Associate's degree","None","None"]
["31-9094","Medical Transcriptionists",31,"Healthcare Support Occupations","31-9094 (Medical Transcriptionists)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,2,2,-1,3,16.2,33708,"Postsecondary non-degree award","None","None"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Low Skill",230,240,10,4.3478260869565216E-2,1,2,232,5,237,2.1551724137931036E-2,21,19,0,40,10.64,22126,"No formal educational credential","None","Short-term on-the-job training"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Low Skill",2370,2440,70,2.9535864978902954E-2,7,14,2384,35,2419,1.4681208053691275E-2,226,220,6,452,11.56,24039,"No formal educational credential","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Low Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,6,7,1,14,19.579999999999998,40718,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",310,370,60,0.19354838709677419,6,12,322,30,352,9.3167701863354033E-2,13,24,6,43,25.33,52694,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",580,650,70,0.1206896551724138,7,14,594,35,629,5.8922558922558925E-2,25,34,7,66,18.61,38722,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Shasta","North Far North","Redding Metropolitan Statistical Area","Northern Inland","Middle Skill",110,110,0,0,0,0,110,0,110,0,3,6,0,9,26.68,55507,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",110,110,0,0,0,0,110,0,110,0,5,8,1,14,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","High Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,10,15,4,29,34.43,71606,"Bachelor's degree","<5 years","None"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,1,10,0,0,"Master's degree","None","Internship/residency"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Low Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,22.5,46813,"High school diploma or equivalent","<5 years","None"]
["29-9012","Occupational Health and Safety Technicians",29,"Healthcare Practitioners and Technical Occupations","29-9012 (Occupational Health and Safety Technicians)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Low Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Low Skill",5820,8030,2210,0.3797250859106529,221,442,6262,1105,7367,0.17646119450654743,552,416,221,1189,11.26,23422,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Low Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,6,8,2,16,22.91,47658,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Low Skill",40,40,0,0,0,0,40,0,40,0,2,1,0,3,28.82,59952,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,5,2,9,21.69,45120,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["25-1066","Psychology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1066 (Psychology Teachers, Postsecondary)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,15,16,4,35,0,75256,"Doctoral or professional degree","None","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",5740,6550,810,0.14111498257839722,81,162,5902,405,6307,6.8620806506269061E-2,140,373,81,594,51.47,107052,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",4550,4910,360,7.9120879120879117E-2,36,72,4622,180,4802,3.894418000865426E-2,196,158,36,390,33.97,70657,"High school diploma or equivalent","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",1470,1690,220,0.14965986394557823,22,44,1514,110,1624,7.2655217965653898E-2,60,118,22,200,22.86,47550,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",2550,3040,490,0.19215686274509805,49,98,2648,245,2893,9.252265861027191E-2,52,142,48,242,26.61,55333,"Associate's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",2980,3320,340,0.11409395973154363,34,68,3048,170,3218,5.57742782152231E-2,101,166,34,301,32.89,68412,"Associate's degree","None","None"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",2610,2830,220,8.4291187739463605E-2,22,44,2654,110,2764,4.1446872645064053E-2,69,185,22,276,24.57,51129,"Bachelor's degree","None","None"]
["21-2099","Religious Workers, All Other",21,"Community and Social Service Occupations","21-2099 (Religious Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",590,610,20,3.3898305084745763E-2,2,4,594,10,604,1.6835016835016835E-2,39,41,2,82,15.98,33257,"Bachelor's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","High Skill",690,740,50,7.2463768115942032E-2,5,10,700,25,725,3.5714285714285712E-2,24,26,5,55,0,66452,"Bachelor's degree","None","None"]
["27-1014","Multimedia Artists and Animators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1014 (Multimedia Artists and Animators)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",1320,1500,180,0.13636363636363635,18,36,1356,90,1446,6.637168141592921E-2,69,41,18,128,35.26,73327,"Bachelor's degree","None","None"]
["29-1124","Radiation Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1124 (Radiation Therapists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,3,3,1,7,57.68,119967,"Associate's degree","None","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",1840,2080,240,0.13043478260869565,24,48,1888,120,2008,6.3559322033898302E-2,34,80,23,137,13.98,29073,"Postsecondary non-degree award","None","None"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",1330,1570,240,0.18045112781954886,24,48,1378,120,1498,8.7082728592162553E-2,63,84,24,171,21.35,44405,"Postsecondary non-degree award","None","None"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",8020,9040,1020,0.12718204488778054,102,204,8224,510,8734,6.2013618677042803E-2,759,676,102,1537,11.75,24440,"No formal educational credential","None","Short-term on-the-job training"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",420,500,80,0.19047619047619047,8,16,436,40,476,9.1743119266055051E-2,22,40,8,70,16.989999999999998,35333,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",8960,9680,720,8.0357142857142863E-2,72,144,9104,360,9464,3.9543057996485061E-2,490,684,72,1246,14.76,30702,"No formal educational credential","None","Short-term on-the-job training"]
["43-3041","Gaming Cage Workers",43,"Office and Administrative Support Occupations","43-3041 (Gaming Cage Workers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",660,700,40,6.0606060606060608E-2,4,8,668,20,688,2.9940119760479042E-2,42,63,4,109,14.24,29613,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",19980,19390,-590,-2.952952952952953E-2,-59,-118,19862,-295,19567,-1.4852482126674052E-2,1060,1031,-58,2033,19.649999999999999,40882,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",11720,14000,2280,0.19453924914675769,228,456,12176,1140,13316,9.3626806833114321E-2,448,848,227,1523,18.71,38923,"No formal educational credential","None","Short-term on-the-job training"]
["47-2171","Reinforcing Iron and Rebar Workers",47,"Construction and Extraction Occupations","47-2171 (Reinforcing Iron and Rebar Workers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",570,690,120,0.21052631578947367,12,24,594,60,654,0.10101010101010101,16,48,12,76,24.4,50750,"High school diploma or equivalent","None","Apprenticeship"]
["49-9044","Millwrights",49,"Installation, Maintenance, and Repair Occupations","49-9044 (Millwrights)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",120,150,30,0.25,3,6,126,15,141,0.11904761904761904,4,7,3,14,29.24,60820,"High school diploma or equivalent","None","Apprenticeship"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",4300,4630,330,7.6744186046511634E-2,33,66,4366,165,4531,3.7792029317453048E-2,142,286,33,461,30.95,64381,"High school diploma or equivalent","<5 years","None"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",3430,3680,250,7.2886297376093298E-2,25,50,3480,125,3605,3.5919540229885055E-2,124,232,25,381,22.36,46530,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9151","Photographic Process Workers and Processing Machine Operators",51,"Production Occupations","51-9151 (Photographic Process Workers and Processing Machine Operators)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",180,150,-30,-0.16666666666666666,-3,-6,174,-15,159,-8.6206896551724144E-2,8,17,-4,21,19.87,41331,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Low Skill",580,740,160,0.27586206896551724,16,32,612,80,692,0.13071895424836602,28,45,16,89,19.8,41185,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","Middle Skill",1210,1430,220,0.18181818181818182,22,44,1254,110,1364,8.771929824561403E-2,42,91,22,155,0,0,"High school diploma or equivalent","<5 years","None"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,4,2,10,0,0,"Master's degree","None","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","High Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,0,54205,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",280,330,50,0.17857142857142858,5,10,290,25,315,8.6206896551724144E-2,12,10,5,27,30.65,63747,"High school diploma or equivalent","<5 years","None"]
["15-1122","Information Security Analysts",15,"Computer and Mathematical Occupations","15-1122 (Information Security Analysts)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,43.11,89666,"Bachelor's degree","<5 years","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","High Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,2,3,0,5,47.57,98947,"Bachelor's degree","None","None"]
["19-4011","Agricultural and Food Science Technicians",19,"Life, Physical, and Social Science Occupations","19-4011 (Agricultural and Food Science Technicians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,19.260000000000002,40060,"Associate's degree","None","Moderate-term on-the-job training"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,3,0,6,23.06,47961,"Bachelor's degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,3,2,7,18.48,38435,"Associate's degree","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",670,900,230,0.34328358208955223,23,46,716,115,831,0.16061452513966482,34,48,23,105,18.850000000000001,39211,"Postsecondary non-degree award","None","None"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Low Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,12,17,2,31,14.97,31136,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",90,90,0,0,0,0,90,0,90,0,3,8,0,11,23.83,49565,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Low Skill",120,120,0,0,0,0,120,0,120,0,9,7,0,16,14,29131,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Low Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,4,5,3,12,23.64,49184,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Low Skill",190,230,40,0.21052631578947367,4,8,198,20,218,0.10101010101010101,6,12,4,22,35.04,72899,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-4122 (Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,4,0,5,26.61,55364,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","High Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,4,9,2,15,57.55,119707,"Bachelor's degree","≥5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","High Skill",260,270,10,3.8461538461538464E-2,1,2,262,5,267,1.9083969465648856E-2,7,12,1,20,0,122310,"Master's degree","≥5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",1270,1440,170,0.13385826771653545,17,34,1304,85,1389,6.51840490797546E-2,42,78,17,137,35.950000000000003,74760,"Bachelor's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",360,420,60,0.16666666666666666,6,12,372,30,402,8.0645161290322578E-2,12,20,6,38,27.53,57262,"Associate's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","High Skill",650,760,110,0.16923076923076924,11,22,672,55,727,8.1845238095238096E-2,26,46,11,83,27.17,56531,"Master's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","High Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,7,5,1,13,34.5,71753,"Master's degree","None","None"]
["27-1025","Interior Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1025 (Interior Designers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,6,2,12,24.46,50875,"Bachelor's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,1,1,3,30.05,62492,"Associate's degree","None","None"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",60,60,0,0,0,0,60,0,60,0,3,3,0,6,28.34,58940,"High school diploma or equivalent","<5 years","None"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Low Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,4,7,2,13,17.850000000000001,37112,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",1250,1520,270,0.216,27,54,1304,135,1439,0.10352760736196319,44,119,28,191,24.08,50082,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",590,390,-200,-0.33898305084745761,-20,-40,550,-100,450,-0.18181818181818182,25,32,-20,37,14.66,30483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Low Skill",250,240,-10,-0.04,-1,-2,248,-5,243,-2.0161290322580645E-2,10,7,-1,16,28.02,58273,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Low Skill",1000,1220,220,0.22,22,44,1044,110,1154,0.1053639846743295,39,73,22,134,19.260000000000002,40042,"No formal educational credential","None","Short-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,22,44,8,74,30.06,62539,"High school diploma or equivalent","<5 years","None"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Middle Skill",310,310,0,0,0,0,310,0,310,0,24,13,0,37,15.54,32311,"High school diploma or equivalent","None","Short-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,5,12,4,21,48.55,100989,"High school diploma or equivalent","≥5 years","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,3,7,2,12,36.270000000000003,75454,"Bachelor's degree","<5 years","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","High Skill",860,990,130,0.15116279069767441,13,26,886,65,951,7.336343115124154E-2,23,45,13,81,36.43,75770,"Bachelor's degree","None","Long-term on-the-job training"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","High Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,9,16,4,29,47.63,99049,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","High Skill",320,330,10,3.125E-2,1,2,322,5,327,1.5527950310559006E-2,10,17,2,29,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","High Skill",1720,1920,200,0.11627906976744186,20,40,1760,100,1860,5.6818181818181816E-2,56,68,20,144,0,71885,"Bachelor's degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","High Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,3,2,2,7,30.79,64046,"Doctoral or professional degree","None","Internship/residency"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",300,420,120,0.4,12,24,324,60,384,0.18518518518518517,12,16,12,40,18.93,39360,"Associate's degree","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",2350,3010,660,0.28085106382978725,66,132,2482,330,2812,0.13295729250604352,118,165,66,349,17.579999999999998,36567,"Postsecondary non-degree award","None","None"]
["39-3019","Gaming Service Workers, All Other",39,"Personal Care and Service Occupations","39-3019 (Gaming Service Workers, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",80,140,60,0.75,6,12,92,30,122,0.32608695652173914,6,10,6,22,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,4,7,2,13,13.92,28935,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",4460,4670,210,4.708520179372197E-2,21,42,4502,105,4607,2.3322967569968902E-2,283,219,21,523,23.4,48672,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",1730,1900,170,9.8265895953757232E-2,17,34,1764,85,1849,4.8185941043083901E-2,71,108,17,196,15.97,33226,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-4011","Forest and Conservation Workers",45,"Farming, Fishing, and Forestry Occupations","45-4011 (Forest and Conservation Workers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,4,10,-1,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",330,510,180,0.54545454545454541,18,36,366,90,456,0.24590163934426229,12,28,18,58,25.84,53753,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4034 (Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Low Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,2,4,-1,5,14.62,30410,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,0,6,41.52,86346,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,7,15,4,26,0,64148,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","All Counties","California","All Regions","All Regions","High Skill",2830,3380,550,0.19434628975265017,55,110,2940,275,3215,9.3537414965986401E-2,70,188,55,313,75.55,157133,"Bachelor's degree","≥5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",1890,2270,380,0.20105820105820105,38,76,1966,190,2156,9.6642929806714142E-2,64,134,38,236,42.4,88191,"Bachelor's degree","<5 years","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","All Counties","California","All Regions","All Regions","Middle Skill",1870,2320,450,0.24064171122994651,45,90,1960,225,2185,0.11479591836734694,39,106,45,190,39.11,81339,"Associate's degree","None","None"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","All Counties","California","All Regions","All Regions","Middle Skill",480,560,80,0.16666666666666666,8,16,496,40,536,8.0645161290322578E-2,15,28,8,51,32.76,68148,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",410,440,30,7.3170731707317069E-2,3,6,416,15,431,3.6057692307692304E-2,14,30,3,47,33.25,69143,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","All Counties","California","All Regions","All Regions","High Skill",960,910,-50,-5.2083333333333336E-2,-5,-10,950,-25,925,-2.6315789473684209E-2,34,60,-4,90,38.89,80902,"Bachelor's degree","None","None"]
["25-2059","Special Education Teachers, All Other",25,"Education, Training, and Library Occupations","25-2059 (Special Education Teachers, All Other)","All Counties","California","All Regions","All Regions","High Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,9,2,19,0,78303,"Bachelor's degree","None","None"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","All Counties","California","All Regions","All Regions","Middle Skill",720,930,210,0.29166666666666669,21,42,762,105,867,0.13779527559055119,37,36,21,94,31.74,66036,"Bachelor's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","All Counties","California","All Regions","All Regions","High Skill",710,850,140,0.19718309859154928,14,28,738,70,808,9.4850948509485097E-2,16,22,14,52,48.54,100948,"Master's degree","None","None"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","All Counties","California","All Regions","All Regions","Middle Skill",1700,2140,440,0.25882352941176473,44,88,1788,220,2008,0.12304250559284116,126,69,43,238,22.67,47141,"Postsecondary non-degree award","None","None"]
["33-3052","Transit and Railroad Police",33,"Protective Service Occupations","33-3052 (Transit and Railroad Police)","All Counties","California","All Regions","All Regions","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","All Counties","California","All Regions","All Regions","Low Skill",3910,4320,410,0.10485933503836317,41,82,3992,205,4197,5.1352705410821646E-2,494,388,41,923,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["39-2011","Animal Trainers",39,"Personal Care and Service Occupations","39-2011 (Animal Trainers)","All Counties","California","All Regions","All Regions","Middle Skill",340,420,80,0.23529411764705882,8,16,356,40,396,0.11235955056179775,18,24,7,49,16.55,34428,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",2290,2480,190,8.296943231441048E-2,19,38,2328,95,2423,4.0807560137457045E-2,122,93,19,234,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","All Counties","California","All Regions","All Regions","Low Skill",1000,990,-10,-0.01,-1,-2,998,-5,993,-5.0100200400801601E-3,48,62,-2,108,25.28,52582,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","All Counties","California","All Regions","All Regions","Middle Skill",4820,5800,980,0.2033195020746888,98,196,5016,490,5506,9.7687400318979267E-2,170,335,98,603,43.97,91465,"High school diploma or equivalent","≥5 years","None"]
["47-3013","Helpers--Electricians",47,"Construction and Extraction Occupations","47-3013 (Helpers--Electricians)","All Counties","California","All Regions","All Regions","Low Skill",600,660,60,0.1,6,12,612,30,642,4.9019607843137254E-2,27,61,6,94,19.88,41345,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","All Counties","California","All Regions","All Regions","Middle Skill",590,660,70,0.11864406779661017,7,14,604,35,639,5.7947019867549666E-2,16,38,8,62,35.36,73555,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9062","Medical Equipment Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9062 (Medical Equipment Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",200,210,10,0.05,1,2,202,5,207,2.4752475247524754E-2,8,10,1,19,25.12,52259,"Associate's degree","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","All Counties","California","All Regions","All Regions","Middle Skill",280,260,-20,-7.1428571428571425E-2,-2,-4,276,-10,266,-3.6231884057971016E-2,6,16,-2,20,52.34,108865,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",570,410,-160,-0.2807017543859649,-16,-32,538,-80,458,-0.14869888475836432,18,32,-16,34,16.18,33654,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7032","Excavating and Loading Machine and Dragline Operators",53,"Transportation and Material Moving Occupations","53-7032 (Excavating and Loading Machine and Dragline Operators)","All Counties","California","All Regions","All Regions","Low Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,9,1,14,30.06,62526,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["25-1011","Business Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1011 (Business Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,14,15,7,36,0,0,"Doctoral or professional degree","None","None"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","All Counties","California","All Regions","All Regions","High Skill",310,290,-20,-6.4516129032258063E-2,-2,-4,306,-10,296,-3.2679738562091505E-2,9,12,-2,19,0,0,"Bachelor's degree","≥5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","All Counties","California","All Regions","All Regions","Middle Skill",480,530,50,0.10416666666666667,5,10,490,25,515,5.1020408163265307E-2,21,17,5,43,50.66,105388,"High school diploma or equivalent","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","All Counties","California","All Regions","All Regions","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,8,2,14,23.88,49673,"Bachelor's degree","None","None"]
["19-1023","Zoologists and Wildlife Biologists",19,"Life, Physical, and Social Science Occupations","19-1023 (Zoologists and Wildlife Biologists)","All Counties","California","All Regions","All Regions","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,7,1,10,22.33,46448,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","All Counties","California","All Regions","All Regions","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,3,1,7,0,75906,"Bachelor's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",90,90,0,0,0,0,90,0,90,0,7,5,0,12,23.51,48905,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",590,690,100,0.16949152542372881,10,20,610,50,660,8.1967213114754092E-2,39,32,10,81,17.18,35734,"Postsecondary non-degree award","None","None"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","All Counties","California","All Regions","All Regions","Low Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,41,49,7,97,16.899999999999999,35158,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","All Counties","California","All Regions","All Regions","Low Skill",3970,3980,10,2.5188916876574307E-3,1,2,3972,5,3977,1.2588116817724068E-3,252,316,1,569,16.920000000000002,35196,"No formal educational credential","None","Short-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","All Counties","California","All Regions","All Regions","Low Skill",150,150,0,0,0,0,150,0,150,0,7,6,0,13,26.09,54261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","All Counties","California","All Regions","All Regions","Low Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,1,-1,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2093 (Electrical and Electronics Installers and Repairers, Transportation Equipment)","All Counties","California","All Regions","All Regions","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,0,0,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",70,70,0,0,0,0,70,0,70,0,3,4,-1,6,13.93,28966,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","All Counties","California","All Regions","All Regions","Middle Skill",6210,6900,690,0.1111111111111111,69,138,6348,345,6693,5.434782608695652E-2,383,97,69,549,47.84,99489,"High school diploma or equivalent","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","All Counties","California","All Regions","All Regions","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,8,12,4,24,28.14,58532,"Bachelor's degree","<5 years","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","All Counties","California","All Regions","All Regions","High Skill",90,90,0,0,0,0,90,0,90,0,2,4,0,6,49.88,103750,"Bachelor's degree","None","None"]
["19-2021","Atmospheric and Space Scientists",19,"Life, Physical, and Social Science Occupations","19-2021 (Atmospheric and Space Scientists)","All Counties","California","All Regions","All Regions","High Skill",90,90,0,0,0,0,90,0,90,0,2,4,0,6,0,0,"Bachelor's degree","None","None"]
["27-1023","Floral Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1023 (Floral Designers)","All Counties","California","All Regions","All Regions","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,4,1,8,16.61,34546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","All Counties","California","All Regions","All Regions","High Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,2,2,1,5,50.38,104786,"Doctoral or professional degree","None","None"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","All Counties","California","All Regions","All Regions","Middle Skill",310,330,20,6.4516129032258063E-2,2,4,314,10,324,3.1847133757961783E-2,21,11,2,34,11.87,24687,"Postsecondary non-degree award","None","None"]
["33-3052","Transit and Railroad Police",33,"Protective Service Occupations","33-3052 (Transit and Railroad Police)","All Counties","California","All Regions","All Regions","Middle Skill",110,110,0,0,0,0,110,0,110,0,3,4,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",2070,2310,240,0.11594202898550725,24,48,2118,120,2238,5.6657223796033995E-2,143,138,25,306,14.46,30087,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",140,140,0,0,0,0,140,0,140,0,5,12,0,17,27.16,56497,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","All Counties","California","All Regions","All Regions","Low Skill",270,280,10,3.7037037037037035E-2,1,2,272,5,277,1.8382352941176471E-2,10,8,1,19,29,60320,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",370,430,60,0.16216216216216217,6,12,382,30,412,7.8534031413612565E-2,14,27,6,47,29.86,62110,"High school diploma or equivalent","None","Apprenticeship"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",490,530,40,8.1632653061224483E-2,4,8,498,20,518,4.0160642570281124E-2,16,26,4,46,33.39,69452,"High school diploma or equivalent","<5 years","None"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","All Counties","California","All Regions","All Regions","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,5,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","All Counties","California","All Regions","All Regions","Middle Skill",2030,1870,-160,-7.8817733990147784E-2,-16,-32,1998,-80,1918,-4.004004004004004E-2,114,29,-17,126,64.17,133475,"High school diploma or equivalent","≥5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","All Counties","California","All Regions","All Regions","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,1,7,37.99,79016,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","All Counties","California","All Regions","All Regions","High Skill",30,30,0,0,0,0,30,0,30,0,0,2,0,2,52.47,109132,"Bachelor's degree","None","None"]
["29-1066","Psychiatrists",29,"Healthcare Practitioners and Technical Occupations","29-1066 (Psychiatrists)","All Counties","California","All Regions","All Regions","High Skill",230,220,-10,-4.3478260869565216E-2,-1,-2,228,-5,223,-2.1929824561403508E-2,3,2,-1,4,0,0,"Doctoral or professional degree","None","Internship/Residency"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,2,0,4,22.37,46529,"Postsecondary non-degree award","None","None"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","All Counties","California","All Regions","All Regions","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,10,12,3,25,21.74,45218,"High school diploma or equivalent","<5 years","None"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,10,28,2,40,27.48,57148,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,24.94,51886,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","All Counties","California","All Regions","All Regions","Low Skill",390,450,60,0.15384615384615385,6,12,402,30,432,7.4626865671641784E-2,15,48,6,69,17.07,35493,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","All Counties","California","All Regions","All Regions","Low Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,15.13,31471,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","All Counties","California","All Regions","All Regions","Low Skill",30,30,0,0,0,0,30,0,30,0,2,3,0,5,11.83,24616,"No formal educational credential","None","Short-term on-the-job training"]
["25-1125","History Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1125 (History Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",110,110,0,0,0,0,110,0,110,0,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","All Counties","California","All Regions","All Regions","Middle Skill",3080,3470,390,0.12662337662337661,39,78,3158,195,3353,6.1747941735275494E-2,98,160,38,296,60.05,124902,"Bachelor's degree","<5 years","None"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","All Counties","California","All Regions","All Regions","Middle Skill",1460,1590,130,8.9041095890410954E-2,13,26,1486,65,1551,4.374158815612382E-2,82,75,12,169,30.35,63135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-2031","Operations Research Analysts",15,"Computer and Mathematical Occupations","15-2031 (Operations Research Analysts)","All Counties","California","All Regions","All Regions","High Skill",3460,4570,1110,0.32080924855491327,111,222,3682,555,4237,0.15073329712112982,82,151,111,344,40.479999999999997,84192,"Bachelor's degree","None","None"]
["17-3021","Aerospace Engineering and Operations Technicians",17,"Architecture and Engineering Occupations","17-3021 (Aerospace Engineering and Operations Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",570,520,-50,-8.771929824561403E-2,-5,-10,560,-25,535,-4.4642857142857144E-2,17,29,-5,41,35.049999999999997,72911,"Associate's degree","None","None"]
["19-3039","Psychologists, All Other",19,"Life, Physical, and Social Science Occupations","19-3039 (Psychologists, All Other)","All Counties","California","All Regions","All Regions","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,6,1,11,46.81,97373,"Master's degree","None","Internship/residency"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","All Counties","California","All Regions","All Regions","High Skill",4770,5130,360,7.5471698113207544E-2,36,72,4842,180,5022,3.717472118959108E-2,302,232,36,570,22.02,45798,"Bachelor's degree","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","All Counties","California","All Regions","All Regions","High Skill",1050,1200,150,0.14285714285714285,15,30,1080,75,1155,6.9444444444444448E-2,54,46,15,115,34.020000000000003,70758,"Master's degree","≥5 years","None"]
["29-1041","Optometrists",29,"Healthcare Practitioners and Technical Occupations","29-1041 (Optometrists)","All Counties","California","All Regions","All Regions","High Skill",460,550,90,0.19565217391304349,9,18,478,45,523,9.4142259414225937E-2,8,7,10,25,56.14,116748,"Doctoral or professional degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",480,500,20,4.1666666666666664E-2,2,4,484,10,494,2.0661157024793389E-2,16,22,2,40,21.4,44498,"Associate's degree","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","All Counties","California","All Regions","All Regions","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,33,31,6,70,28.32,58909,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",16520,17910,1390,8.4140435835351093E-2,139,278,16798,695,17493,4.1373973092034763E-2,1120,1083,140,2343,13.94,28986,"No formal educational credential","None","Short-term on-the-job training"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","All Counties","California","All Regions","All Regions","Middle Skill",2660,2900,240,9.0225563909774431E-2,24,48,2708,120,2828,4.4313146233382568E-2,167,141,25,333,11.73,24399,"Postsecondary non-degree award","None","None"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","All Counties","California","All Regions","All Regions","High Skill",6600,7320,720,0.10909090909090909,72,144,6744,360,7104,5.3380782918149468E-2,230,466,72,768,40.19,83583,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","All Counties","California","All Regions","All Regions","Low Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,4,5,-1,8,32.89,68407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",1120,870,-250,-0.22321428571428573,-25,-50,1070,-125,945,-0.11682242990654206,54,52,-25,81,33.75,70198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","All Counties","California","All Regions","All Regions","Low Skill",1920,2200,280,0.14583333333333334,28,56,1976,140,2116,7.08502024291498E-2,63,114,28,205,33.49,69662,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",650,590,-60,-9.2307692307692313E-2,-6,-12,638,-30,608,-4.7021943573667714E-2,15,46,-6,55,36.770000000000003,76490,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","All Counties","California","All Regions","All Regions","Low Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,10,1,16,13.52,28137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",4930,5350,420,8.5192697768762676E-2,42,84,5014,210,5224,4.188272836059035E-2,218,323,42,583,22.13,46029,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["29-2011","Medical and Clinical Laboratory Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2011 (Medical and Clinical Laboratory Technologists)","All Counties","California","All Regions","All Regions","Middle Skill",720,820,100,0.1388888888888889,10,20,740,50,790,6.7567567567567571E-2,23,23,10,56,0,0,"Bachelor's degree","None","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","All Counties","California","All Regions","All Regions","High Skill",8080,10130,2050,0.25371287128712872,205,410,8490,1025,9515,0.12073027090694935,160,496,205,861,91.64,190609,"Bachelor's degree","≥5 years","None"]
["13-1011","Agents and Business Managers of Artists, Performers, and Athletes",13,"Business and Financial Operations Occupations","13-1011 (Agents and Business Managers of Artists, Performers, and Athletes)","All Counties","California","All Regions","All Regions","High Skill",170,150,-20,-0.11764705882352941,-2,-4,166,-10,156,-6.0240963855421686E-2,6,11,-2,15,0,0,"Bachelor's degree","<5 years","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","All Counties","California","All Regions","All Regions","High Skill",7490,8350,860,0.11481975967957277,86,172,7662,430,8092,5.6121117201774991E-2,158,498,86,742,53.48,111236,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","All Counties","California","All Regions","All Regions","Middle Skill",1580,1700,120,7.5949367088607597E-2,12,24,1604,60,1664,3.7406483790523692E-2,48,89,12,149,33.340000000000003,69346,"Associate's degree","None","None"]
["19-3022","Survey Researchers",19,"Life, Physical, and Social Science Occupations","19-3022 (Survey Researchers)","All Counties","California","All Regions","All Regions","High Skill",180,180,0,0,0,0,180,0,180,0,5,11,0,16,33.25,69153,"Master's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","All Counties","California","All Regions","All Regions","High Skill",310,310,0,0,0,0,310,0,310,0,9,16,1,26,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","All Counties","California","All Regions","All Regions","High Skill",510,590,80,0.15686274509803921,8,16,526,40,566,7.6045627376425853E-2,24,29,7,60,0,49768,"Bachelor's degree","None","None"]
["27-1025","Interior Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1025 (Interior Designers)","All Counties","California","All Regions","All Regions","High Skill",1030,1080,50,4.8543689320388349E-2,5,10,1040,25,1065,2.403846153846154E-2,37,59,6,102,31.27,65031,"Bachelor's degree","None","None"]
["29-1067","Surgeons",29,"Healthcare Practitioners and Technical Occupations","29-1067 (Surgeons)","All Counties","California","All Regions","All Regions","High Skill",330,340,10,3.0303030303030304E-2,1,2,332,5,337,1.5060240963855422E-2,5,4,1,10,89.21,185556,"Doctoral or professional degree","None","Internship/residency"]
["29-9012","Occupational Health and Safety Technicians",29,"Healthcare Practitioners and Technical Occupations","29-9012 (Occupational Health and Safety Technicians)","All Counties","California","All Regions","All Regions","Low Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,4,4,1,9,27.75,57719,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",2110,2370,260,0.12322274881516587,26,52,2162,130,2292,6.0129509713228495E-2,114,128,26,268,25.85,53755,"Postsecondary non-degree award","None","None"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","All Counties","California","All Regions","All Regions","Middle Skill",1710,1950,240,0.14035087719298245,24,48,1758,120,1878,6.8259385665529013E-2,88,82,25,195,21.05,43778,"High school diploma or equivalent","<5 years","None"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","All Counties","California","All Regions","All Regions","Low Skill",450,450,0,0,0,0,450,0,450,0,22,40,0,62,21.78,45300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",1400,1500,100,7.1428571428571425E-2,10,20,1420,50,1470,3.5211267605633804E-2,74,56,10,140,24.15,50226,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","All Counties","California","All Regions","All Regions","Low Skill",1420,990,-430,-0.30281690140845069,-43,-86,1334,-215,1119,-0.16116941529235382,51,34,-44,41,28.18,58611,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","All Counties","California","All Regions","All Regions","Middle Skill",1430,1210,-220,-0.15384615384615385,-22,-44,1386,-110,1276,-7.9365079365079361E-2,68,85,-22,131,15.69,32642,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",2410,2740,330,0.13692946058091288,33,66,2476,165,2641,6.6639741518578349E-2,93,172,32,297,27.69,57590,"High school diploma or equivalent","None","Apprenticeship"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","All Counties","California","All Regions","All Regions","Low Skill",1550,1680,130,8.387096774193549E-2,13,26,1576,65,1641,4.1243654822335024E-2,104,121,14,239,16.28,33869,"No formal educational credential","None","Long-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","All Counties","California","All Regions","All Regions","Middle Skill",890,550,-340,-0.38202247191011235,-34,-68,822,-170,652,-0.20681265206812652,28,47,-34,41,19.27,40082,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","All Counties","California","All Regions","All Regions","Low Skill",380,410,30,7.8947368421052627E-2,3,6,386,15,401,3.8860103626943004E-2,11,30,4,45,26.08,54238,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2012","Medical and Clinical Laboratory Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2012 (Medical and Clinical Laboratory Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",310,390,80,0.25806451612903225,8,16,326,40,366,0.12269938650306748,11,11,7,29,0,0,"Associate's degree","None","None"]
["11-3061","Purchasing Managers",11,"Management Occupations","11-3061 (Purchasing Managers)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,55.91,116288,"Bachelor's degree","≥5 years","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",190,190,0,0,0,0,190,0,190,0,5,10,0,15,34.85,72494,"Bachelor's degree","<5 years","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","All Counties","California","All Regions","All Regions","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,2,1,4,38.090000000000003,79237,"Bachelor's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,5,9,-1,13,30.55,63528,"Associate's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","All Counties","California","All Regions","All Regions","High Skill",50,50,0,0,0,0,50,0,50,0,2,2,1,5,0,64269,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","All Counties","California","All Regions","All Regions","High Skill",180,260,80,0.44444444444444442,8,16,196,40,236,0.20408163265306123,12,16,8,36,0,36323,"Bachelor's degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,1,2,4,0,0,"Associate's degree","None","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","All Counties","California","All Regions","All Regions","Middle Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,9,17,4,30,26.9,55946,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","All Counties","California","All Regions","All Regions","Low Skill",4350,5680,1330,0.30574712643678159,133,266,4616,665,5281,0.14406412478336222,400,302,134,836,12.16,25283,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",190,190,0,0,0,0,190,0,190,0,8,11,0,19,24.59,51139,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","All Counties","California","All Regions","All Regions","Low Skill",50,50,0,0,0,0,50,0,50,0,3,3,0,6,20.39,42407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","All Counties","California","All Regions","All Regions","Low Skill",3670,3800,130,3.5422343324250684E-2,13,26,3696,65,3761,1.7586580086580088E-2,219,213,14,446,14.87,30943,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","All Counties","California","All Regions","All Regions","Middle Skill",1010,1100,90,8.9108910891089105E-2,9,18,1028,45,1073,4.3774319066147857E-2,43,58,9,110,20.87,43404,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","All Counties","California","All Regions","All Regions","Low Skill",750,810,60,0.08,6,12,762,30,792,3.937007874015748E-2,33,57,6,96,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","All Counties","California","All Regions","All Regions","Low Skill",210,210,0,0,0,0,210,0,210,0,7,16,1,24,18.28,38024,"No formal educational credential","None","Short-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","All Counties","California","All Regions","All Regions","High Skill",400,490,90,0.22500000000000001,9,18,418,45,463,0.1076555023923445,13,29,9,51,30.48,63390,"Bachelor's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","All Counties","California","All Regions","All Regions","High Skill",60,90,30,0.5,3,6,66,15,81,0.22727272727272727,2,3,3,8,41.99,87340,"Bachelor's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","All Counties","California","All Regions","All Regions","High Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,5,3,11,55.89,116261,"Bachelor's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","All Counties","California","All Regions","All Regions","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,27.65,57526,"Bachelor's degree","None","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","All Counties","California","All Regions","All Regions","High Skill",390,570,180,0.46153846153846156,18,36,426,90,516,0.21126760563380281,23,14,18,55,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["29-1151","Nurse Anesthetists",29,"Healthcare Practitioners and Technical Occupations","29-1151 (Nurse Anesthetists)","All Counties","California","All Regions","All Regions","High Skill",140,180,40,0.2857142857142857,4,8,148,20,168,0.13513513513513514,2,5,5,12,99.36,206678,"Master's degree","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","All Counties","California","All Regions","All Regions","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,6,7,3,16,0,0,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",1490,1650,160,0.10738255033557047,16,32,1522,80,1602,5.2562417871222074E-2,102,98,16,216,14.23,29583,"No formal educational credential","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","All Counties","California","All Regions","All Regions","Middle Skill",1740,1820,80,4.5977011494252873E-2,8,16,1756,40,1796,2.2779043280182234E-2,66,120,8,194,20.16,41941,"High school diploma or equivalent","<5 years","None"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","All Counties","California","All Regions","All Regions","Low Skill",210,270,60,0.2857142857142857,6,12,222,30,252,0.13513513513513514,10,13,6,29,22.33,46451,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","All Counties","California","All Regions","All Regions","Low Skill",370,370,0,0,0,0,370,0,370,0,14,10,0,24,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,6,2,12,0,0,"Postsecondary non-degree award","None","None"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","All Counties","California","All Regions","All Regions","Middle Skill",510,580,70,0.13725490196078433,7,14,524,35,559,6.6793893129770993E-2,17,35,8,60,29.78,61925,"High school diploma or equivalent","<5 years","None"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",910,1050,140,0.15384615384615385,14,28,938,70,1008,7.4626865671641784E-2,46,65,14,125,16.579999999999998,34483,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",1580,1600,20,1.2658227848101266E-2,2,4,1584,10,1594,6.313131313131313E-3,67,100,1,168,22.52,46835,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","All Counties","California","All Regions","All Regions","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,4,9,2,15,49.33,102592,"High school diploma or equivalent","≥5 years","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","All Counties","California","All Regions","All Regions","High Skill",330,390,60,0.18181818181818182,6,12,342,30,372,8.771929824561403E-2,9,17,6,32,32.29,67156,"Bachelor's degree","None","Long-term on-the-job training"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","All Counties","California","All Regions","All Regions","High Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,6,10,2,18,58.52,121714,"Bachelor's degree","None","None"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","All Counties","California","All Regions","All Regions","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,5,8,2,15,22.59,46986,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-1026","Merchandise Displayers and Window Trimmers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1026 (Merchandise Displayers and Window Trimmers)","All Counties","California","All Regions","All Regions","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,0,7,13.4,27875,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-4099","Media and Communication Equipment Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4099 (Media and Communication Equipment Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",50,50,0,0,0,0,50,0,50,0,1,3,0,4,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","All Counties","California","All Regions","All Regions","Middle Skill",430,480,50,0.11627906976744186,5,10,440,25,465,5.6818181818181816E-2,30,16,6,52,30.48,63394,"Postsecondary non-degree award","None","None"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","All Counties","California","All Regions","All Regions","Low Skill",290,330,40,0.13793103448275862,4,8,298,20,318,6.7114093959731544E-2,18,24,4,46,12.78,26559,"No formal educational credential","None","Short-term on-the-job training"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","All Counties","California","All Regions","All Regions","Middle Skill",540,590,50,9.2592592592592587E-2,5,10,550,25,575,4.5454545454545456E-2,18,34,5,57,24.53,51030,"High school diploma or equivalent","<5 years","None"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","All Counties","California","All Regions","All Regions","Middle Skill",190,230,40,0.21052631578947367,4,8,198,20,218,0.10101010101010101,11,8,5,24,22.74,47303,"High school diploma or equivalent","<5 years","None"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","All Counties","California","All Regions","All Regions","Low Skill",340,440,100,0.29411764705882354,10,20,360,50,410,0.1388888888888889,22,39,10,71,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","All Counties","California","All Regions","All Regions","Middle Skill",430,510,80,0.18604651162790697,8,16,446,40,486,8.9686098654708515E-2,15,46,7,68,22.91,47666,"High school diploma or equivalent","<5 years","None"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",1480,1550,70,4.72972972972973E-2,7,14,1494,35,1529,2.3427041499330656E-2,48,91,7,146,23.85,49609,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","All Counties","California","All Regions","All Regions","Low Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,1,7,30.48,63399,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","All Counties","California","All Regions","All Regions","Low Skill",230,270,40,0.17391304347826086,4,8,238,20,258,8.4033613445378158E-2,12,14,4,30,23.63,49151,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","All Counties","California","All Regions","All Regions","Low Skill",350,470,120,0.34285714285714286,12,24,374,60,434,0.16042780748663102,18,30,12,60,19.39,40317,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","All Counties","California","All Regions","All Regions","High Skill",440,430,-10,-2.2727272727272728E-2,-1,-2,438,-5,433,-1.1415525114155251E-2,12,18,-1,29,83.75,174198,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","All Counties","California","All Regions","All Regions","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,4,1,8,0,50214,"Bachelor's degree","<5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","All Counties","California","All Regions","All Regions","High Skill",920,1090,170,0.18478260869565216,17,34,954,85,1039,8.9098532494758909E-2,23,50,17,90,47.86,99530,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","All Counties","California","All Regions","All Regions","Middle Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,7,17,4,28,39.51,82169,"High school diploma or equivalent","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","All Counties","California","All Regions","All Regions","High Skill",180,220,40,0.22222222222222221,4,8,188,20,208,0.10638297872340426,5,11,4,20,50.59,105235,"Bachelor's degree","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","All Counties","California","All Regions","All Regions","Middle Skill",530,570,40,7.5471698113207544E-2,4,8,538,20,558,3.717472118959108E-2,13,24,3,40,40.67,84588,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","All Counties","California","All Regions","All Regions","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,12,2,19,24.39,50745,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","All Counties","California","All Regions","All Regions","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,6,11,4,21,51.13,106358,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","All Counties","California","All Regions","All Regions","Middle Skill",290,330,40,0.13793103448275862,4,8,298,20,318,6.7114093959731544E-2,13,10,4,27,41.78,86915,"High school diploma or equivalent","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","All Counties","California","All Regions","All Regions","High Skill",320,300,-20,-6.25E-2,-2,-4,316,-10,306,-3.1645569620253167E-2,8,13,-2,19,51.76,107654,"Bachelor's degree","<5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,23.5,48887,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","All Counties","California","All Regions","All Regions","High Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,1,5,23.36,48581,"Bachelor's degree","None","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,23.47,48826,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","All Counties","California","All Regions","All Regions","High Skill",300,390,90,0.3,9,18,318,45,363,0.14150943396226415,9,24,10,43,29.87,62125,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",510,580,70,0.13725490196078433,7,14,524,35,559,6.6793893129770993E-2,17,31,7,55,24.71,51398,"Bachelor's degree","None","None"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","All Counties","California","All Regions","All Regions","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,29.84,62084,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","All Counties","California","All Regions","All Regions","High Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,3,7,-1,9,40.82,84903,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","All Counties","California","All Regions","All Regions","High Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,1,5,3,9,44.83,93250,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,5,2,9,24.51,50997,"Some college, no degree","None","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","All Counties","California","All Regions","All Regions","High Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","Internship/residency"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","All Counties","California","All Regions","All Regions","High Skill",510,650,140,0.27450980392156865,14,28,538,70,608,0.13011152416356878,13,24,15,52,56.23,116941,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Associate's degree","None","None"]
["17-3025","Environmental Engineering Technicians",17,"Architecture and Engineering Occupations","17-3025 (Environmental Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",60,90,30,0.5,3,6,66,15,81,0.22727272727272727,2,4,3,9,20.7,43046,"Associate's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","All Counties","California","All Regions","All Regions","High Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","All Counties","California","All Regions","All Regions","High Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","All Counties","California","All Regions","All Regions","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,0,0,"Associate's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,3,1,5,0,0,"Bachelor's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","All Counties","California","All Regions","All Regions","High Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,15,27,4,46,15.84,32942,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","All Counties","California","All Regions","All Regions","High Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,6,11,1,18,20.329999999999998,42294,"Bachelor's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,3,1,6,21.65,45036,"Bachelor's degree","None","None"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","All Counties","California","All Regions","All Regions","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,7,1,12,22.48,46752,"High school diploma or equivalent","None","Short-term on-the-job training"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","All Counties","California","All Regions","All Regions","High Skill",280,310,30,0.10714285714285714,3,6,286,15,301,5.2447552447552448E-2,6,6,2,14,55.32,115063,"Doctoral or professional degree","None","None"]
["25-1122","Communications Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1122 (Communications Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,3,1,7,0,0,"Doctoral or professional degree","None","None"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","All Counties","California","All Regions","All Regions","High Skill",460,480,20,4.3478260869565216E-2,2,4,464,10,474,2.1551724137931036E-2,17,18,2,37,0,0,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","All Counties","California","All Regions","All Regions","High Skill",910,940,30,3.2967032967032968E-2,3,6,916,15,931,1.6375545851528384E-2,31,34,3,68,0,76891,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","All Counties","California","All Regions","All Regions","High Skill",4720,4980,260,5.5084745762711863E-2,26,52,4772,130,4902,2.7242246437552388E-2,148,181,26,355,0,80415,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","All Counties","California","All Regions","All Regions","High Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,11,12,4,27,0,61812,"Bachelor's degree","None","None"]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",25,"Education, Training, and Library Occupations","25-3011 (Adult Basic and Secondary Education and Literacy Teachers and Instructors)","All Counties","California","All Regions","All Regions","High Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,7,5,-1,11,0,0,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","All Counties","California","All Regions","All Regions","High Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,8,6,2,16,0,0,"Master's degree","None","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1290,1370,80,6.2015503875968991E-2,8,16,1306,40,1346,3.0627871362940276E-2,73,61,7,141,0,30434,"Some college, no degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","All Counties","California","All Regions","All Regions","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,34.29,71337,"Bachelor's degree","<5 years","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","All Counties","California","All Regions","All Regions","High Skill",370,430,60,0.16216216216216217,6,12,382,30,412,7.8534031413612565E-2,22,30,6,58,0,23965,"Bachelor's degree","None","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","All Counties","California","All Regions","All Regions","Middle Skill",10,0,-10,-1,-1,-2,8,-5,3,-0.625,0,0,-1,0,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","All Counties","California","All Regions","All Regions","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,3,3,3,9,39.299999999999997,81745,"Bachelor's degree","None","Internship/residency"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","All Counties","California","All Regions","All Regions","High Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,2,2,1,5,95.6,198849,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","All Counties","California","All Regions","All Regions","High Skill",70,110,40,0.5714285714285714,4,8,78,20,98,0.25641025641025639,2,3,4,9,59.02,122750,"Master's degree","None","None"]
["29-1129","Therapists, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1129 (Therapists, All Other)","All Counties","California","All Regions","All Regions","High Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,3,4,1,8,0,0,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","All Counties","California","All Regions","All Regions","High Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,2,2,6,62.17,129300,"Master's degree","None","None"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","All Counties","California","All Regions","All Regions","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,0,0,1,43.87,91250,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","All Counties","California","All Regions","All Regions","Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,4,4,2,10,42.5,88396,"Associate's degree","None","None"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",800,870,70,8.7499999999999994E-2,7,14,814,35,849,4.2997542997542999E-2,27,37,7,71,28.54,59385,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,2,1,5,21.5,44711,"Postsecondary non-degree award","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,2,1,5,25.02,52043,"Postsecondary non-degree award","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","All Counties","California","All Regions","All Regions","Middle Skill",180,490,310,1.7222222222222223,31,62,242,155,397,0.64049586776859502,20,17,31,68,11.87,24687,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,10,11,4,25,20.350000000000001,42328,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1480,2020,540,0.36486486486486486,54,108,1588,270,1858,0.17002518891687657,77,107,54,238,16.88,35117,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,10,9,2,21,21.83,45413,"High school diploma or equivalent","None","None"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,29.77,61923,"High school diploma or equivalent","<5 years","None"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","All Counties","California","All Regions","All Regions","Middle Skill",310,320,10,3.2258064516129031E-2,1,2,312,5,317,1.6025641025641024E-2,11,14,1,26,28.3,58857,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9031","Gaming Surveillance Officers and Gaming Investigators",33,"Protective Service Occupations","33-9031 (Gaming Surveillance Officers and Gaming Investigators)","All Counties","California","All Regions","All Regions","Low Skill",20,20,0,0,0,0,20,0,20,0,1,2,0,3,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","All Counties","California","All Regions","All Regions","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,7,1,10,18.82,39149,"High school diploma or equivalent","≥5 years","None"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","All Counties","California","All Regions","All Regions","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,4,5,1,10,17.66,36742,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","All Counties","California","All Regions","All Regions","Low Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,26,36,9,71,15.6,32453,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","All Counties","California","All Regions","All Regions","Low Skill",130,130,0,0,0,0,130,0,130,0,6,15,0,21,12.73,26497,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","All Counties","California","All Regions","All Regions","Low Skill",4220,4700,480,0.11374407582938388,48,96,4316,240,4556,5.5607043558850787E-2,330,506,48,884,12.45,25880,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","All Counties","California","All Regions","All Regions","Low Skill",290,320,30,0.10344827586206896,3,6,296,15,311,5.0675675675675678E-2,27,24,2,53,11.35,23596,"No formal educational credential","None","Short-term on-the-job training"]
["35-9099","Food Preparation and Serving Related Workers, All Other",35,"Food Preparation and Serving Related Occupations","35-9099 (Food Preparation and Serving Related Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",180,180,0,0,0,0,180,0,180,0,16,14,0,30,12.29,25571,"No formal educational credential","None","Short-term on-the-job training"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,29.32,60976,"High school diploma or equivalent","<5 years","None"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","All Counties","California","All Regions","All Regions","Low Skill",1630,1780,150,9.202453987730061E-2,15,30,1660,75,1735,4.5180722891566265E-2,80,122,15,217,12.75,26518,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","All Counties","California","All Regions","All Regions","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,6,5,2,13,19.32,40178,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","All Counties","California","All Regions","All Regions","Low Skill",310,210,-100,-0.32258064516129031,-10,-20,290,-50,240,-0.17241379310344829,18,21,-10,29,12.12,25201,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,10,9,1,20,14.94,31054,"Postsecondary non-degree award","None","None"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","All Counties","California","All Regions","All Regions","Middle Skill",1210,1320,110,9.0909090909090912E-2,11,22,1232,55,1287,4.4642857142857144E-2,83,126,11,220,12.21,25397,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","All Counties","California","All Regions","All Regions","Middle Skill",100,100,0,0,0,0,100,0,100,0,7,10,0,17,11.81,24563,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","All Counties","California","All Regions","All Regions","Low Skill",8510,9000,490,5.7579318448883664E-2,49,98,8608,245,8853,2.8461895910780671E-2,822,802,50,1674,11.46,23822,"No formal educational credential","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","All Counties","California","All Regions","All Regions","Low Skill",950,1060,110,0.11578947368421053,11,22,972,55,1027,5.6584362139917695E-2,64,80,11,155,12.34,25692,"No formal educational credential","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",820,820,0,0,0,0,820,0,820,0,33,44,0,77,23.64,49152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","All Counties","California","All Regions","All Regions","Middle Skill",1090,1220,130,0.11926605504587157,13,26,1116,65,1181,5.824372759856631E-2,38,77,13,128,30.65,63749,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",340,440,100,0.29411764705882354,10,20,360,50,410,0.1388888888888889,20,15,10,45,25.52,53077,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","All Counties","California","All Regions","All Regions","Middle Skill",2440,2670,230,9.4262295081967207E-2,23,46,2486,115,2601,4.6259050683829447E-2,99,148,23,270,26.91,55980,"High school diploma or equivalent","<5 years","None"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","All Counties","California","All Regions","All Regions","Low Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,6,8,2,16,17.399999999999999,36194,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",450,440,-10,-2.2222222222222223E-2,-1,-2,448,-5,443,-1.1160714285714286E-2,27,21,-1,47,21.03,43748,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","All Counties","California","All Regions","All Regions","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,3,-1,4,14.66,30483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","All Counties","California","All Regions","All Regions","Low Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,5,1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","All Counties","California","All Regions","All Regions","Low Skill",30,30,0,0,0,0,30,0,30,0,3,2,0,5,15.05,31291,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","All Counties","California","All Regions","All Regions","Low Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,6,4,0,10,16.600000000000001,34526,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","All Counties","California","All Regions","All Regions","Low Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,9,11,2,22,19.84,41261,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","All Counties","California","All Regions","All Regions","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,1,8,25.71,53493,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","All Counties","California","All Regions","All Regions","Low Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,5,3,2,10,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,5,1,9,20.71,43063,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",590,500,-90,-0.15254237288135594,-9,-18,572,-45,527,-7.8671328671328672E-2,29,28,-9,48,28.57,59430,"High school diploma or equivalent","<5 years","None"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",180,220,40,0.22222222222222221,4,8,188,20,208,0.10638297872340426,11,10,4,25,15.32,31875,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","All Counties","California","All Regions","All Regions","Low Skill",260,170,-90,-0.34615384615384615,-9,-18,242,-45,197,-0.18595041322314049,14,10,-8,16,17.350000000000001,36092,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","All Counties","California","All Regions","All Regions","Low Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,12.64,26306,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","All Counties","California","All Regions","All Regions","Middle Skill",1150,1240,90,7.8260869565217397E-2,9,18,1168,45,1213,3.8527397260273974E-2,38,117,9,164,15.23,31676,"High school diploma or equivalent","<5 years","None"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","All Counties","California","All Regions","All Regions","Low Skill",7320,7410,90,1.2295081967213115E-2,9,18,7338,45,7383,6.1324611610793136E-3,269,839,9,1117,11.76,24459,"No formal educational credential","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","All Counties","California","All Regions","All Regions","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,6,2,11,35.19,73184,"High school diploma or equivalent","≥5 years","None"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","All Counties","California","All Regions","All Regions","Low Skill",470,580,110,0.23404255319148937,11,22,492,55,547,0.11178861788617886,17,27,11,55,15.3,31818,"No formal educational credential","None","Long-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","All Counties","California","All Regions","All Regions","Low Skill",390,450,60,0.15384615384615385,6,12,402,30,432,7.4626865671641784E-2,15,28,6,49,21.71,45162,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","All Counties","California","All Regions","All Regions","Middle Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,10,18,2,30,25.32,52674,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","All Counties","California","All Regions","All Regions","Low Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,5,7,2,14,12.7,26413,"No formal educational credential","None","Long-term on-the-job training"]
["47-3012","Helpers--Carpenters",47,"Construction and Extraction Occupations","47-3012 (Helpers--Carpenters)","All Counties","California","All Regions","All Regions","Low Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,5,1,8,15.18,31574,"No formal educational credential","None","Short-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","All Counties","California","All Regions","All Regions","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,5,5,1,11,36.090000000000003,75077,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",40,60,20,0.5,2,4,44,10,54,0.22727272727272727,2,2,1,5,29.05,60444,"High school diploma or equivalent","<5 years","None"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",340,360,20,5.8823529411764705E-2,2,4,344,10,354,2.9069767441860465E-2,12,21,3,36,18.46,38407,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,12,3,21,19.39,40337,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","All Counties","California","All Regions","All Regions","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,27.33,56839,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","All Counties","California","All Regions","All Regions","Middle Skill",870,1080,210,0.2413793103448276,21,42,912,105,1017,0.11513157894736842,27,66,21,114,18.989999999999998,39514,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","All Counties","California","All Regions","All Regions","Middle Skill",650,730,80,0.12307692307692308,8,16,666,40,706,6.006006006006006E-2,28,38,8,74,19.489999999999998,40530,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,6,9,3,18,14.15,29430,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","All Counties","California","All Regions","All Regions","Low Skill",280,250,-30,-0.10714285714285714,-3,-6,274,-15,259,-5.4744525547445258E-2,9,19,-3,25,21,43695,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","All Counties","California","All Regions","All Regions","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,5,6,1,12,12.52,26049,"No formal educational credential","None","Long-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",120,120,0,0,0,0,120,0,120,0,4,9,0,13,14.19,29509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4033 (Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",130,130,0,0,0,0,130,0,130,0,4,9,0,13,12.4,25793,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","All Counties","California","All Regions","All Regions","Low Skill",550,560,10,1.8181818181818181E-2,1,2,552,5,557,9.057971014492754E-3,37,37,0,74,12.71,26448,"No formal educational credential","None","Short-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","All Counties","California","All Regions","All Regions","Low Skill",60,30,-30,-0.5,-3,-6,54,-15,39,-0.27777777777777779,2,3,-2,3,11.9,24760,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",260,270,10,3.8461538461538464E-2,1,2,262,5,267,1.9083969465648856E-2,7,20,1,28,18.7,38885,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9081","Dental Laboratory Technicians",51,"Production Occupations","51-9081 (Dental Laboratory Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,5,8,2,15,18.059999999999999,37554,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",51,"Production Occupations","51-9192 (Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,13,1,21,13.1,27247,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","All Counties","California","All Regions","All Regions","Low Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,19,33,6,58,15.95,33163,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","All Counties","California","All Regions","All Regions","Middle Skill",630,750,120,0.19047619047619047,12,24,654,60,714,9.1743119266055051E-2,22,48,12,82,0,0,"High school diploma or equivalent","<5 years","None"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",1410,1840,430,0.30496453900709219,43,86,1496,215,1711,0.14371657754010694,69,102,43,214,19.23,40007,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","All Counties","California","All Regions","All Regions","Low Skill",480,530,50,0.10416666666666667,5,10,490,25,515,5.1020408163265307E-2,21,32,5,58,18.11,37662,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","All Counties","California","All Regions","All Regions","Low Skill",1320,1690,370,0.28030303030303028,37,74,1394,185,1579,0.13271162123385941,52,113,37,202,13.86,28841,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","All Counties","California","All Regions","All Regions","Low Skill",9870,12620,2750,0.2786220871327254,275,550,10420,1375,11795,0.13195777351247601,557,961,274,1792,18.55,38582,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","All Counties","California","All Regions","All Regions","Low Skill",1830,2260,430,0.23497267759562843,43,86,1916,215,2131,0.11221294363256785,139,167,43,349,15.5,32249,"No formal educational credential","None","Short-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","All Counties","California","All Regions","All Regions","Middle Skill",760,900,140,0.18421052631578946,14,28,788,70,858,8.8832487309644673E-2,19,43,14,76,46.11,95917,"High school diploma or equivalent","≥5 years","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","All Counties","California","All Regions","All Regions","High Skill",540,650,110,0.20370370370370369,11,22,562,55,617,9.7864768683274025E-2,18,39,11,68,30.66,63768,"Bachelor's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","All Counties","California","All Regions","All Regions","High Skill",730,880,150,0.20547945205479451,15,30,760,75,835,9.8684210526315791E-2,17,33,15,65,40.86,84995,"Bachelor's degree","None","None"]
["17-3025","Environmental Engineering Technicians",17,"Architecture and Engineering Occupations","17-3025 (Environmental Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,5,8,2,15,21.98,45737,"Associate's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","All Counties","California","All Regions","All Regions","High Skill",530,580,50,9.4339622641509441E-2,5,10,540,25,565,4.6296296296296294E-2,16,34,5,55,36.020000000000003,74931,"Bachelor's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","All Counties","California","All Regions","All Regions","High Skill",510,630,120,0.23529411764705882,12,24,534,60,594,0.11235955056179775,26,42,12,80,25.05,52094,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","All Counties","California","All Regions","All Regions","High Skill",7110,7800,690,9.7046413502109699E-2,69,138,7248,345,7593,4.7599337748344371E-2,246,276,70,592,0,71997,"Bachelor's degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","All Counties","California","All Regions","All Regions","High Skill",790,900,110,0.13924050632911392,11,22,812,55,867,6.7733990147783252E-2,16,6,11,33,48.95,101801,"Doctoral or professional degree","None","None"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","All Counties","California","All Regions","All Regions","High Skill",1400,1590,190,0.1357142857142857,19,38,1438,95,1533,6.6063977746870658E-2,22,16,19,57,0,0,"Doctoral or professional degree","None","Internship/residency"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",400,550,150,0.375,15,30,430,75,505,0.1744186046511628,21,35,15,71,31.77,66089,"Associate's degree","None","None"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","All Counties","California","All Regions","All Regions","Middle Skill",1050,1230,180,0.17142857142857143,18,36,1086,90,1176,8.2872928176795577E-2,37,104,19,160,23.06,47975,"High school diploma or equivalent","≥5 years","None"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","All Counties","California","All Regions","All Regions","Low Skill",1590,1720,130,8.1761006289308172E-2,13,26,1616,65,1681,4.0222772277227724E-2,199,156,13,368,12.34,25674,"No formal educational credential","None","Short-term on-the-job training"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","All Counties","California","All Regions","All Regions","Middle Skill",2690,3360,670,0.24907063197026022,67,134,2824,335,3159,0.11862606232294617,202,151,67,420,12.43,25849,"Postsecondary non-degree award","None","None"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","All Counties","California","All Regions","All Regions","High Skill",920,1050,130,0.14130434782608695,13,26,946,65,1011,6.8710359408033828E-2,32,66,12,110,34.44,71652,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","All Counties","California","All Regions","All Regions","Low Skill",1200,1420,220,0.18333333333333332,22,44,1244,110,1354,8.8424437299035374E-2,60,57,22,139,16.41,34127,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9071","Office Machine Operators, Except Computer",43,"Office and Administrative Support Occupations","43-9071 (Office Machine Operators, Except Computer)","All Counties","California","All Regions","All Regions","Low Skill",330,310,-20,-6.0606060606060608E-2,-2,-4,326,-10,316,-3.0674846625766871E-2,14,21,-2,33,19.489999999999998,40534,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2042","Floor Layers, Except Carpet, Wood, and Hard Tiles",47,"Construction and Extraction Occupations","47-2042 (Floor Layers, Except Carpet, Wood, and Hard Tiles)","All Counties","California","All Regions","All Regions","Low Skill",210,270,60,0.2857142857142857,6,12,222,30,252,0.13513513513513514,8,12,6,26,15.23,31676,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",5060,5390,330,6.5217391304347824E-2,33,66,5126,165,5291,3.2188841201716736E-2,165,315,33,513,21.46,44632,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["51-5113","Print Binding and Finishing Workers",51,"Production Occupations","51-5113 (Print Binding and Finishing Workers)","All Counties","California","All Regions","All Regions","Low Skill",320,340,20,6.25E-2,2,4,324,10,334,3.0864197530864196E-2,25,18,2,45,22.18,46121,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",320,370,50,0.15625,5,10,330,25,355,7.575757575757576E-2,12,23,5,40,16.53,34381,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","All Counties","California","All Regions","All Regions","Low Skill",1130,1310,180,0.15929203539823009,18,36,1166,90,1256,7.7186963979416809E-2,66,133,17,216,12.9,26826,"No formal educational credential","None","Short-term on-the-job training"]
["25-1125","History Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1125 (History Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,4,1,9,0,97454,"Doctoral or professional degree","None","None"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","All Counties","California","All Regions","All Regions","High Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,17.329999999999998,36038,"Bachelor's degree","<5 years","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",60,60,0,0,0,0,60,0,60,0,1,3,0,4,34.880000000000003,72565,"Bachelor's degree","None","None"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","All Counties","California","All Regions","All Regions","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,4,1,6,36.020000000000003,74921,"Master's degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,33.24,69133,"Bachelor's degree","None","Internship/residency"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","All Counties","California","All Regions","All Regions","Low Skill",610,790,180,0.29508196721311475,18,36,646,90,736,0.13931888544891641,52,79,17,148,11.37,23648,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","All Counties","California","All Regions","All Regions","Low Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,14,20,2,36,12.16,25278,"No formal educational credential","None","Short-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,22.97,47771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",140,140,0,0,0,0,140,0,140,0,5,9,0,14,31.44,65397,"High school diploma or equivalent","None","Apprenticeship"]
["49-3041","Farm Equipment Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3041 (Farm Equipment Mechanics and Service Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,5,1,9,18.760000000000002,39027,"High school diploma or equivalent","None","Long-term on-the-job training"]
["25-1072","Nursing Instructors and Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1072 (Nursing Instructors and Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",680,910,230,0.33823529411764708,23,46,726,115,841,0.1584022038567493,29,30,22,81,0,102481,"Doctoral or professional degree","<5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","All Counties","California","All Regions","All Regions","High Skill",300,320,20,6.6666666666666666E-2,2,4,304,10,314,3.2894736842105261E-2,8,13,2,23,0,58889,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","All Counties","California","All Regions","All Regions","Middle Skill",2610,2970,360,0.13793103448275862,36,72,2682,180,2862,6.7114093959731544E-2,116,93,36,245,31.12,64727,"High school diploma or equivalent","<5 years","None"]
["13-2053","Insurance Underwriters",13,"Business and Financial Operations Occupations","13-2053 (Insurance Underwriters)","All Counties","California","All Regions","All Regions","High Skill",250,240,-10,-0.04,-1,-2,248,-5,243,-2.0161290322580645E-2,6,13,-2,17,30.79,64043,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","All Counties","California","All Regions","All Regions","High Skill",360,390,30,8.3333333333333329E-2,3,6,366,15,381,4.0983606557377046E-2,9,15,3,27,45.17,93951,"Bachelor's degree","None","None"]
["19-3039","Psychologists, All Other",19,"Life, Physical, and Social Science Occupations","19-3039 (Psychologists, All Other)","All Counties","California","All Regions","All Regions","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,3,5,1,9,50.26,104522,"Master's degree","None","Internship/residency"]
["21-1013","Marriage and Family Therapists",21,"Community and Social Service Occupations","21-1013 (Marriage and Family Therapists)","All Counties","California","All Regions","All Regions","High Skill",900,1120,220,0.24444444444444444,22,44,944,110,1054,0.11652542372881355,37,66,22,125,18.88,39268,"Master's degree","None","Internship/residency"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","All Counties","California","All Regions","All Regions","High Skill",1260,1410,150,0.11904761904761904,15,30,1290,75,1365,5.8139534883720929E-2,44,49,15,108,0,85716,"Bachelor's degree","None","None"]
["27-1022","Fashion Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1022 (Fashion Designers)","All Counties","California","All Regions","All Regions","Middle Skill",320,290,-30,-9.375E-2,-3,-6,314,-15,299,-4.7770700636942678E-2,11,17,-4,24,23.91,49748,"Bachelor's degree","None","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","All Counties","California","All Regions","All Regions","Middle Skill",1090,720,-370,-0.33944954128440369,-37,-74,1016,-185,831,-0.18208661417322836,39,32,-37,34,14.95,31104,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","All Counties","California","All Regions","All Regions","Middle Skill",7920,9410,1490,0.18813131313131312,149,298,8218,745,8963,9.0654660501338524E-2,306,301,149,756,23.47,48814,"Postsecondary non-degree award","None","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","All Counties","California","All Regions","All Regions","Middle Skill",2260,2350,90,3.9823008849557522E-2,9,18,2278,45,2323,1.9754170324846356E-2,52,98,9,159,28.95,60195,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-9031","Gaming Surveillance Officers and Gaming Investigators",33,"Protective Service Occupations","33-9031 (Gaming Surveillance Officers and Gaming Investigators)","All Counties","California","All Regions","All Regions","Low Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,15,18,5,38,15.65,32535,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","All Counties","California","All Regions","All Regions","Middle Skill",2020,2340,320,0.15841584158415842,32,64,2084,160,2244,7.6775431861804216E-2,110,132,32,274,20.28,42194,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","All Counties","California","All Regions","All Regions","Middle Skill",3160,3400,240,7.5949367088607597E-2,24,48,3208,120,3328,3.7406483790523692E-2,109,183,24,316,29.67,61714,"High school diploma or equivalent","<5 years","None"]
["43-4011","Brokerage Clerks",43,"Office and Administrative Support Occupations","43-4011 (Brokerage Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,9,1,13,27.2,56564,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","All Counties","California","All Regions","All Regions","Low Skill",26360,27600,1240,4.7040971168437029E-2,124,248,26608,620,27228,2.3301262778111845E-2,1583,1543,124,3250,16.68,34700,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2082","Tapers",47,"Construction and Extraction Occupations","47-2082 (Tapers)","All Counties","California","All Regions","All Regions","Low Skill",1380,1720,340,0.24637681159420291,34,68,1448,170,1618,0.11740331491712708,48,86,34,168,27.16,56481,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",47,"Construction and Extraction Occupations","47-3011 (Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters)","All Counties","California","All Regions","All Regions","Low Skill",580,810,230,0.39655172413793105,23,46,626,115,741,0.18370607028753994,29,67,23,119,17.55,36490,"No formal educational credential","None","Short-term on-the-job training"]
["49-3052","Motorcycle Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3052 (Motorcycle Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",220,270,50,0.22727272727272727,5,10,230,25,255,0.10869565217391304,10,15,5,30,24.98,51965,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","All Counties","California","All Regions","All Regions","Low Skill",980,960,-20,-2.0408163265306121E-2,-2,-4,976,-10,966,-1.0245901639344262E-2,34,71,-2,103,16.260000000000002,33828,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4111","Tool and Die Makers",51,"Production Occupations","51-4111 (Tool and Die Makers)","All Counties","California","All Regions","All Regions","Middle Skill",390,380,-10,-2.564102564102564E-2,-1,-2,388,-5,383,-1.2886597938144329E-2,15,21,0,36,23.83,49570,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",4020,4480,460,0.11442786069651742,46,92,4112,230,4342,5.5933852140077824E-2,201,282,45,528,12.4,25783,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","All Counties","California","All Regions","All Regions","Low Skill",760,890,130,0.17105263157894737,13,26,786,65,851,8.2697201017811708E-2,44,90,13,147,13.39,27859,"No formal educational credential","None","Short-term on-the-job training"]
["51-2099","Assemblers and Fabricators, All Other",51,"Production Occupations","51-2099 (Assemblers and Fabricators, All Other)","All Counties","California","All Regions","All Regions","Low Skill",1390,1310,-80,-5.7553956834532377E-2,-8,-16,1374,-40,1334,-2.9112081513828238E-2,58,98,-8,148,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","All Counties","California","All Regions","All Regions","High Skill",2190,2700,510,0.23287671232876711,51,102,2292,255,2547,0.11125654450261781,90,160,51,301,0,0,"Bachelor's degree","None","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","All Counties","California","All Regions","All Regions","High Skill",18410,21630,3220,0.17490494296577946,322,644,19054,1610,20664,8.4496693607641435E-2,460,991,322,1773,69.790000000000006,145151,"Bachelor's degree","≥5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",6440,7470,1030,0.15993788819875776,103,206,6646,515,7161,7.7490219681011135E-2,214,447,102,763,31.49,65503,"Bachelor's degree","<5 years","None"]
["15-2021","Mathematicians",15,"Computer and Mathematical Occupations","15-2021 (Mathematicians)","All Counties","California","All Regions","All Regions","High Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,3,8,6,17,31.85,66229,"Master's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","All Counties","California","All Regions","All Regions","High Skill",6210,6410,200,3.2206119162640899E-2,20,40,6250,100,6350,1.6E-2,144,257,20,421,49.65,103273,"Bachelor's degree","None","None"]
["19-1012","Food Scientists and Technologists",19,"Life, Physical, and Social Science Occupations","19-1012 (Food Scientists and Technologists)","All Counties","California","All Regions","All Regions","High Skill",360,360,0,0,0,0,360,0,360,0,10,26,0,36,29.72,61832,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","All Counties","California","All Regions","All Regions","High Skill",3250,3450,200,6.1538461538461542E-2,20,40,3290,100,3390,3.0395136778115502E-2,102,177,20,299,41.7,86721,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2032","Career/Technical Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2032 (Career/Technical Education Teachers, Secondary School)","All Counties","California","All Regions","All Regions","High Skill",940,990,50,5.3191489361702128E-2,5,10,950,25,975,2.6315789473684209E-2,30,36,5,71,0,73276,"Bachelor's degree","<5 years","None"]
["25-4011","Archivists",25,"Education, Training, and Library Occupations","25-4011 (Archivists)","All Counties","California","All Regions","All Regions","High Skill",320,430,110,0.34375,11,22,342,55,397,0.16081871345029239,16,22,10,48,20.399999999999999,42426,"Master's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","All Counties","California","All Regions","All Regions","Middle Skill",25970,29300,3330,0.12822487485560261,333,666,26636,1665,28301,6.2509385793662706E-2,693,1706,333,2732,53.24,110747,"Bachelor's degree","<5 years","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","All Counties","California","All Regions","All Regions","High Skill",2440,2960,520,0.21311475409836064,52,104,2544,260,2804,0.10220125786163523,85,77,52,214,35.64,74149,"Bachelor's degree","None","Internship/residency"]
["29-2033","Nuclear Medicine Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2033 (Nuclear Medicine Technologists)","All Counties","California","All Regions","All Regions","Middle Skill",370,420,50,0.13513513513513514,5,10,380,25,405,6.5789473684210523E-2,10,10,4,24,51.35,106827,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","All Counties","California","All Regions","All Regions","Middle Skill",20990,25030,4040,0.19247260600285851,404,808,21798,2020,23818,9.2669052206624455E-2,811,799,404,2014,24.67,51312,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",3010,3310,300,9.9667774086378738E-2,30,60,3070,150,3220,4.8859934853420196E-2,198,188,30,416,21.08,43840,"High school diploma or equivalent","None","None"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","All Counties","California","All Regions","All Regions","Low Skill",25010,29060,4050,0.16193522590963613,405,810,25820,2025,27845,7.8427575522850498E-2,2000,2154,405,4559,11.28,23473,"No formal educational credential","None","Short-term on-the-job training"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","All Counties","California","All Regions","All Regions","Middle Skill",640,780,140,0.21875,14,28,668,70,738,0.10479041916167664,32,32,14,78,18.47,38429,"Postsecondary non-degree award","None","None"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","All Counties","California","All Regions","All Regions","High Skill",13740,13780,40,2.911208151382824E-3,4,8,13748,20,13768,1.4547570555717194E-3,361,906,4,1271,30.41,63263,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",6150,6150,0,0,0,0,6150,0,6150,0,259,346,0,605,22.49,46768,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","All Counties","California","All Regions","All Regions","Low Skill",940,690,-250,-0.26595744680851063,-25,-50,890,-125,765,-0.1404494382022472,32,50,-25,57,25.33,52684,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","All Counties","California","All Regions","All Regions","Middle Skill",23330,26800,3470,0.14873553364766395,347,694,24024,1735,25759,7.2219447219447216E-2,862,1393,347,2602,24.98,51962,"High school diploma or equivalent","None","Apprenticeship"]
["47-3019","Helpers, Construction Trades, All Other",47,"Construction and Extraction Occupations","47-3019 (Helpers, Construction Trades, All Other)","All Counties","California","All Regions","All Regions","Low Skill",400,480,80,0.2,8,16,416,40,456,9.6153846153846159E-2,18,42,8,68,15.31,31839,"No formal educational credential","None","Short-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",10040,10710,670,6.6733067729083662E-2,67,134,10174,335,10509,3.292706899941026E-2,336,535,68,939,37.79,78592,"High school diploma or equivalent","<5 years","None"]
["49-9044","Millwrights",49,"Installation, Maintenance, and Repair Occupations","49-9044 (Millwrights)","All Counties","California","All Regions","All Regions","Middle Skill",810,880,70,8.6419753086419748E-2,7,14,824,35,859,4.2475728155339808E-2,27,48,7,82,27.76,57743,"High school diploma or equivalent","None","Apprenticeship"]
["51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4035 (Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",910,720,-190,-0.2087912087912088,-19,-38,872,-95,777,-0.10894495412844037,30,56,-19,67,22.46,46715,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4071","Foundry Mold and Coremakers",51,"Production Occupations","51-4071 (Foundry Mold and Coremakers)","All Counties","California","All Regions","All Regions","Low Skill",290,220,-70,-0.2413793103448276,-7,-14,276,-35,241,-0.12681159420289856,9,19,-6,22,14.61,30379,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",110,110,0,0,0,0,110,0,110,0,2,8,0,10,27.82,57861,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","All Counties","California","All Regions","All Regions","Low Skill",2600,2930,330,0.12692307692307692,33,66,2666,165,2831,6.1890472618154536E-2,79,207,33,319,15.91,33091,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2031","Flight Attendants",53,"Transportation and Material Moving Occupations","53-2031 (Flight Attendants)","All Counties","California","All Regions","All Regions","Middle Skill",7040,8580,1540,0.21875,154,308,7348,770,8118,0.10479041916167664,386,442,155,983,0,53560,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","All Counties","California","All Regions","All Regions","Low Skill",4090,5210,1120,0.27383863080684595,112,224,4314,560,4874,0.12980992118683357,210,339,113,662,26.04,54159,"No formal educational credential","None","Short-term on-the-job training"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","All Counties","California","All Regions","All Regions","Middle Skill",5430,6190,760,0.13996316758747698,76,152,5582,380,5962,6.8075958437835898E-2,184,428,76,688,25.68,53409,"High school diploma or equivalent","<5 years","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","All Counties","California","All Regions","All Regions","High Skill",16840,18550,1710,0.10154394299287411,171,342,17182,855,18037,4.976137818647422E-2,522,1018,172,1712,35.479999999999997,73800,"Bachelor's degree","None","None"]
["15-2031","Operations Research Analysts",15,"Computer and Mathematical Occupations","15-2031 (Operations Research Analysts)","All Counties","California","All Regions","All Regions","High Skill",1650,2100,450,0.27272727272727271,45,90,1740,225,1965,0.12931034482758622,38,70,45,153,42.48,88356,"Bachelor's degree","None","None"]
["19-1013","Soil and Plant Scientists",19,"Life, Physical, and Social Science Occupations","19-1013 (Soil and Plant Scientists)","All Counties","California","All Regions","All Regions","High Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,7,19,4,30,0,0,"Bachelor's degree","None","None"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","All Counties","California","All Regions","All Regions","High Skill",450,500,50,0.1111111111111111,5,10,460,25,485,5.434782608695652E-2,9,28,5,42,45.59,94835,"Master's degree","None","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","All Counties","California","All Regions","All Regions","High Skill",9480,10600,1120,0.11814345991561181,112,224,9704,560,10264,5.7708161582852434E-2,199,217,112,528,82.01,170568,"Doctoral or professional degree","None","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","All Counties","California","All Regions","All Regions","High Skill",420,520,100,0.23809523809523808,10,20,440,50,490,0.11363636363636363,23,14,11,48,28.53,59344,"Bachelor's degree","None","Long-term on-the-job training"]
["27-4014","Sound Engineering Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4014 (Sound Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,8,17,4,29,32.1,66777,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","All Counties","California","All Regions","All Regions","Middle Skill",2370,2800,430,0.18143459915611815,43,86,2456,215,2671,8.7540716612377847E-2,93,58,43,194,45.58,94824,"Associate's degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,7,8,2,17,43.87,91240,"Postsecondary non-degree award","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","All Counties","California","All Regions","All Regions","Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,5,5,1,11,76.2,158489,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-2019","Cooks, All Other",35,"Food Preparation and Serving Related Occupations","35-2019 (Cooks, All Other)","All Counties","California","All Regions","All Regions","Low Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,10,14,2,26,14.14,29418,"No formal educational credential","None","Moderate-term on-the-job training"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","All Counties","California","All Regions","All Regions","Middle Skill",1310,1550,240,0.18320610687022901,24,48,1358,120,1478,8.8365243004418267E-2,65,64,24,153,0,0,"Postsecondary non-degree award","None","None"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","All Counties","California","All Regions","All Regions","Low Skill",1460,1750,290,0.19863013698630136,29,58,1518,145,1663,9.5520421607378128E-2,108,60,29,197,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["43-5011","Cargo and Freight Agents",43,"Office and Administrative Support Occupations","43-5011 (Cargo and Freight Agents)","All Counties","California","All Regions","All Regions","Middle Skill",1100,1260,160,0.14545454545454545,16,32,1132,80,1212,7.0671378091872794E-2,37,59,16,112,23.01,47873,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","All Counties","California","All Regions","All Regions","Low Skill",1610,1670,60,3.7267080745341616E-2,6,12,1622,30,1652,1.8495684340320593E-2,65,94,6,165,14.7,30564,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","All Counties","California","All Regions","All Regions","Middle Skill",470,500,30,6.3829787234042548E-2,3,6,476,15,491,3.1512605042016806E-2,16,33,4,53,30.8,64064,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9031","Home Appliance Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9031 (Home Appliance Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",330,330,0,0,0,0,330,0,330,0,16,14,-1,29,18.97,39453,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","All Counties","California","All Regions","All Regions","Low Skill",1380,1530,150,0.10869565217391304,15,30,1410,75,1485,5.3191489361702128E-2,65,111,15,191,13.18,27431,"No formal educational credential","None","Long-term on-the-job training"]
["51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4081 (Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",1280,1340,60,4.6875E-2,6,12,1292,30,1322,2.3219814241486069E-2,49,91,6,146,16.22,33736,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","All Counties","California","All Regions","All Regions","Low Skill",570,590,20,3.5087719298245612E-2,2,4,574,10,584,1.7421602787456445E-2,51,22,2,75,19.510000000000002,40584,"No formal educational credential","None","Moderate-term on-the-job training"]
["53-5021","Captains, Mates, and Pilots of Water Vessels",53,"Transportation and Material Moving Occupations","53-5021 (Captains, Mates, and Pilots of Water Vessels)","All Counties","California","All Regions","All Regions","Middle Skill",130,180,50,0.38461538461538464,5,10,140,25,165,0.17857142857142858,5,10,4,19,31.15,64799,"Postsecondary non-degree award","<5 years","None"]
["29-2011","Medical and Clinical Laboratory Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2011 (Medical and Clinical Laboratory Technologists)","All Counties","California","All Regions","All Regions","Middle Skill",3840,4480,640,0.16666666666666666,64,128,3968,320,4288,8.0645161290322578E-2,126,126,64,316,0,0,"Bachelor's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","All Counties","California","All Regions","All Regions","High Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,6,16,1,23,27.86,57950,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","All Counties","California","All Regions","All Regions","High Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,0,5,26.01,54092,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","All Counties","California","All Regions","All Regions","High Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,28.11,58460,"Bachelor's degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,8,2,14,20.54,42721,"Associate's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","All Counties","California","All Regions","All Regions","High Skill",60,60,0,0,0,0,60,0,60,0,1,2,0,3,49.36,102674,"Master's degree","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",500,600,100,0.2,10,20,520,50,570,9.6153846153846159E-2,24,34,10,68,15.5,32247,"Postsecondary non-degree award","None","None"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","All Counties","California","All Regions","All Regions","Middle Skill",250,280,30,0.12,3,6,256,15,271,5.859375E-2,18,27,3,48,11.78,24502,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","All Counties","California","All Regions","All Regions","Middle Skill",770,780,10,1.2987012987012988E-2,1,2,772,5,777,6.4766839378238338E-3,30,45,1,76,23.43,48733,"High school diploma or equivalent","<5 years","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","All Counties","California","All Regions","All Regions","Low Skill",550,580,30,5.4545454545454543E-2,3,6,556,15,571,2.6978417266187049E-2,35,37,3,75,13.4,27862,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","All Counties","California","All Regions","All Regions","Low Skill",570,680,110,0.19298245614035087,11,22,592,55,647,9.29054054054054E-2,22,41,11,74,18.239999999999998,37946,"No formal educational credential","None","Short-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","All Counties","California","All Regions","All Regions","Low Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,2,-1,2,15.04,31280,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","All Counties","California","All Regions","All Regions","High Skill",460,500,40,8.6956521739130432E-2,4,8,468,20,488,4.2735042735042736E-2,10,29,4,43,41.56,86436,"Bachelor's degree","≥5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","All Counties","California","All Regions","All Regions","High Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,55.67,115798,"Bachelor's degree","<5 years","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,5,8,1,14,17.760000000000002,36933,"Associate's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,4,2,0,6,16.440000000000001,34191,"Postsecondary non-degree award","None","None"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","All Counties","California","All Regions","All Regions","Low Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,3,2,0,5,11.74,24399,"No formal educational credential","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","All Counties","California","All Regions","All Regions","Low Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,6,10,1,17,11.94,24832,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2041","Graders and Sorters, Agricultural Products",45,"Farming, Fishing, and Forestry Occupations","45-2041 (Graders and Sorters, Agricultural Products)","All Counties","California","All Regions","All Regions","Low Skill",210,200,-10,-4.7619047619047616E-2,-1,-2,208,-5,203,-2.403846153846154E-2,8,19,0,27,12.11,25182,"No formal educational credential","None","Short-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","All Counties","California","All Regions","All Regions","Middle Skill",510,550,40,7.8431372549019607E-2,4,8,518,20,538,3.8610038610038609E-2,22,30,4,56,18.809999999999999,39118,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","All Counties","California","All Regions","All Regions","High Skill",1730,1900,170,9.8265895953757232E-2,17,34,1764,85,1849,4.8185941043083901E-2,38,108,17,163,33.67,70034,"Bachelor's degree","≥5 years","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","All Counties","California","All Regions","All Regions","High Skill",500,550,50,0.1,5,10,510,25,535,4.9019607843137254E-2,16,30,5,51,29.28,60910,"Bachelor's degree","None","None"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","All Counties","California","All Regions","All Regions","High Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,4,1,6,46.34,96378,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","All Counties","California","All Regions","All Regions","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,4,1,8,0,0,"Bachelor's degree","None","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1570,1690,120,7.6433121019108277E-2,12,24,1594,60,1654,3.7641154328732745E-2,90,74,12,176,0,30342,"Some college, no degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,28.41,59090,"Associate's degree","None","None"]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",33,"Protective Service Occupations","33-1021 (First-Line Supervisors of Fire Fighting and Prevention Workers)","All Counties","California","All Regions","All Regions","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,32.29,67148,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","All Counties","California","All Regions","All Regions","Low Skill",530,550,20,3.7735849056603772E-2,2,4,534,10,544,1.8726591760299626E-2,26,62,2,90,12.57,26158,"No formal educational credential","None","Short-term on-the-job training"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","All Counties","California","All Regions","All Regions","Low Skill",80,60,-20,-0.25,-2,-4,76,-10,66,-0.13157894736842105,4,5,-2,7,13.5,28087,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","All Counties","California","All Regions","All Regions","Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,3,5,0,8,20.420000000000002,42479,"Associate's degree","None","None"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","All Counties","California","All Regions","All Regions","Low Skill",1760,1760,0,0,0,0,1760,0,1760,0,103,100,0,203,16.510000000000002,34342,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9044","Millwrights",49,"Installation, Maintenance, and Repair Occupations","49-9044 (Millwrights)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,23.25,48359,"High school diploma or equivalent","None","Apprenticeship"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","All Counties","California","All Regions","All Regions","Low Skill",280,290,10,3.5714285714285712E-2,1,2,282,5,287,1.7730496453900711E-2,18,22,1,41,13.32,27687,"No formal educational credential","None","Long-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","All Counties","California","All Regions","All Regions","Low Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,9,15,2,26,11.96,24874,"No formal educational credential","None","Short-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","All Counties","California","All Regions","All Regions","High Skill",70,70,0,0,0,0,70,0,70,0,2,3,0,5,23.71,49306,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",560,680,120,0.21428571428571427,12,24,584,60,644,0.10273972602739725,19,36,12,67,28.18,58624,"Bachelor's degree","None","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","All Counties","California","All Regions","All Regions","High Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,34.64,72037,"Bachelor's degree","None","Internship/residency"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","All Counties","California","All Regions","All Regions","High Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,2,-1,2,19.329999999999998,40213,"Bachelor's degree","<5 years","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","All Counties","California","All Regions","All Regions","Middle Skill",1120,1360,240,0.21428571428571427,24,48,1168,120,1288,0.10273972602739725,35,27,24,86,42.77,88955,"Bachelor's degree","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","All Counties","California","All Regions","All Regions","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,1,5,65.989999999999995,137248,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-9099","Food Preparation and Serving Related Workers, All Other",35,"Food Preparation and Serving Related Occupations","35-9099 (Food Preparation and Serving Related Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",40,40,0,0,0,0,40,0,40,0,4,3,0,7,11.1,23092,"No formal educational credential","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","All Counties","California","All Regions","All Regions","Low Skill",1250,1280,30,2.4E-2,3,6,1256,15,1271,1.194267515923567E-2,80,100,3,183,13.06,27148,"No formal educational credential","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","All Counties","California","All Regions","All Regions","Low Skill",140,190,50,0.35714285714285715,5,10,150,25,175,0.16666666666666666,6,5,4,15,23.96,49828,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",380,500,120,0.31578947368421051,12,24,404,60,464,0.14851485148514851,24,23,12,59,18.16,37760,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,5,1,9,20.68,42997,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","All Counties","California","All Regions","All Regions","Low Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,3,1,5,22.6,47001,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",25,"Education, Training, and Library Occupations","25-3097 (Teachers and Instructors, All Other, Except Substitute Teachers)","All Counties","California","All Regions","All Regions","High Skill",30,30,0,0,0,0,30,0,30,0,2,2,0,4,0,59283,"Bachelor's degree","None","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","All Counties","California","All Regions","All Regions","High Skill",50,50,0,0,0,0,50,0,50,0,1,3,1,5,0,0,"Bachelor's degree","≥5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","All Counties","California","All Regions","All Regions","High Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,5,1,9,30.54,63513,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","All Counties","California","All Regions","All Regions","High Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,6,13,2,21,55.74,115946,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","All Counties","California","All Regions","All Regions","High Skill",50,50,0,0,0,0,50,0,50,0,3,4,0,7,0,0,"Bachelor's degree","None","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,0,6,29.77,61933,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,3,3,0,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",750,750,0,0,0,0,750,0,750,0,56,42,0,98,11.83,24604,"No formal educational credential","None","Short-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","All Counties","California","All Regions","All Regions","Middle Skill",540,590,50,9.2592592592592587E-2,5,10,550,25,575,4.5454545454545456E-2,29,42,5,76,15.23,31690,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","All Counties","California","All Regions","All Regions","Middle Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,3,4,-1,6,14.91,31025,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",210,240,30,0.14285714285714285,3,6,216,15,231,6.9444444444444448E-2,7,12,3,22,34.479999999999997,71706,"High school diploma or equivalent","<5 years","None"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",90,90,0,0,0,0,90,0,90,0,2,7,0,9,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",670,750,80,0.11940298507462686,8,16,686,40,726,5.8309037900874633E-2,30,44,8,82,19.7,40978,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","All Counties","California","All Regions","All Regions","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,5,2,10,38.06,79148,"Bachelor's degree","<5 years","None"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,3,2,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","All Counties","California","All Regions","All Regions","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,6,7,1,14,20.53,42721,"Associate's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","All Counties","California","All Regions","All Regions","High Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,2,2,3,7,58.39,121450,"Master's degree","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","All Counties","California","All Regions","All Regions","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,6,6,1,13,0,0,"High school diploma or equivalent","<5 years","None"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","All Counties","California","All Regions","All Regions","Middle Skill",550,630,80,0.14545454545454545,8,16,566,40,606,7.0671378091872794E-2,48,36,8,92,11,22866,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","All Counties","California","All Regions","All Regions","Low Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,22,23,5,50,14.27,29684,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",90,130,40,0.44444444444444442,4,8,98,20,118,0.20408163265306123,4,7,4,15,24.51,50995,"High school diploma or equivalent","None","Apprenticeship"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",1200,1450,250,0.20833333333333334,25,50,1250,125,1375,0.1,56,83,26,165,17.75,36919,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["25-1122","Communications Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1122 (Communications Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,11,12,2,25,0,75754,"Doctoral or professional degree","None","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","All Counties","California","All Regions","All Regions","High Skill",2630,2920,290,0.11026615969581749,29,58,2688,145,2833,5.3943452380952384E-2,63,169,29,261,66.569999999999993,138476,"Bachelor's degree","≥5 years","None"]
["11-9061","Funeral Service Managers",11,"Management Occupations","11-9061 (Funeral Service Managers)","All Counties","California","All Regions","All Regions","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,4,1,8,46.16,96019,"Associate's degree","<5 years","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","All Counties","California","All Regions","All Regions","High Skill",8400,9410,1010,0.12023809523809524,101,202,8602,505,9107,5.8707277377354102E-2,122,437,101,660,56.26,117002,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","All Counties","California","All Regions","All Regions","High Skill",4330,4790,460,0.10623556581986143,46,92,4422,230,4652,5.201266395296246E-2,103,182,47,332,49.95,103903,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",1000,1200,200,0.2,20,40,1040,100,1140,9.6153846153846159E-2,35,58,19,112,25.22,52469,"Associate's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",950,1070,120,0.12631578947368421,12,24,974,60,1034,6.1601642710472276E-2,40,75,12,127,25.68,53424,"Associate's degree","None","None"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","All Counties","California","All Regions","All Regions","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,24,39,6,69,19.03,39593,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","All Counties","California","All Regions","All Regions","High Skill",1000,1070,70,7.0000000000000007E-2,7,14,1014,35,1049,3.4516765285996058E-2,34,38,7,79,0,73784,"Bachelor's degree","None","None"]
["27-1027","Set and Exhibit Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1027 (Set and Exhibit Designers)","All Counties","California","All Regions","All Regions","High Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,8,2,15,28.03,58288,"Bachelor's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","All Counties","California","All Regions","All Regions","High Skill",2000,2510,510,0.255,51,102,2102,255,2357,0.12131303520456709,43,47,51,141,44.27,92093,"Doctoral or professional degree","None","None"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",1990,2620,630,0.3165829145728643,63,126,2116,315,2431,0.14886578449905483,64,76,63,203,20.71,43056,"Postsecondary non-degree award","None","None"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","All Counties","California","All Regions","All Regions","Low Skill",1910,2060,150,7.8534031413612565E-2,15,30,1940,75,2015,3.8659793814432991E-2,274,209,15,498,16.489999999999998,34304,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","All Counties","California","All Regions","All Regions","Low Skill",1250,1490,240,0.192,24,48,1298,120,1418,9.2449922958397532E-2,53,130,24,207,15.37,31969,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9099","Personal Care and Service Workers, All Other",39,"Personal Care and Service Occupations","39-9099 (Personal Care and Service Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",680,810,130,0.19117647058823528,13,26,706,65,771,9.2067988668555242E-2,50,58,13,121,14.09,29316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","All Counties","California","All Regions","All Regions","Low Skill",920,990,70,7.6086956521739135E-2,7,14,934,35,969,3.7473233404710919E-2,64,36,7,107,12.05,25051,"No formal educational credential","None","Short-term on-the-job training"]
["43-4041","Credit Authorizers, Checkers, and Clerks",43,"Office and Administrative Support Occupations","43-4041 (Credit Authorizers, Checkers, and Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",320,330,10,3.125E-2,1,2,322,5,327,1.5527950310559006E-2,11,21,1,33,20.059999999999999,41722,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","All Counties","California","All Regions","All Regions","Low Skill",3020,3150,130,4.3046357615894038E-2,13,26,3046,65,3111,2.1339461588969141E-2,119,87,13,219,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","All Counties","California","All Regions","All Regions","Low Skill",6650,7840,1190,0.17894736842105263,119,238,6888,595,7483,8.6382113821138209E-2,247,361,118,726,20.61,42882,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",1690,1960,270,0.15976331360946747,27,54,1744,135,1879,7.7408256880733939E-2,56,104,27,187,26.21,54524,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","All Counties","California","All Regions","All Regions","Middle Skill",2240,2540,300,0.13392857142857142,30,60,2300,150,2450,6.5217391304347824E-2,66,160,29,255,26.99,56149,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-3091","Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders",51,"Production Occupations","51-3091 (Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,12,20,5,37,12.05,25056,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-8091","Chemical Plant and System Operators",51,"Production Occupations","51-8091 (Chemical Plant and System Operators)","All Counties","California","All Regions","All Regions","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,4,14,1,19,29.41,61167,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2021","Air Traffic Controllers",53,"Transportation and Material Moving Occupations","53-2021 (Air Traffic Controllers)","All Counties","California","All Regions","All Regions","Middle Skill",480,480,0,0,0,0,480,0,480,0,15,28,0,43,73.64,153180,"Associate's degree","None","Long-term on-the-job training"]
["53-6051","Transportation Inspectors",53,"Transportation and Material Moving Occupations","53-6051 (Transportation Inspectors)","All Counties","California","All Regions","All Regions","Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,6,10,1,17,32.18,66926,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-1042","Biological Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1042 (Biological Science Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,0,0,"Doctoral or professional degree","None","None"]
["25-1081","Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1081 (Education Teachers, Postsecondary)","All Counties","California","All Regions","All Regions","High Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,7,7,2,16,0,76048,"Doctoral or professional degree","<5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","All Counties","California","All Regions","All Regions","High Skill",270,330,60,0.22222222222222221,6,12,282,30,312,0.10638297872340426,7,15,6,28,49.2,102337,"Bachelor's degree","≥5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","All Counties","California","All Regions","All Regions","High Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,3,6,0,9,72.67,151142,"Bachelor's degree","≥5 years","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","All Counties","California","All Regions","All Regions","High Skill",190,230,40,0.21052631578947367,4,8,198,20,218,0.10101010101010101,4,9,4,17,38.090000000000003,79227,"Bachelor's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,34.86,72515,"Associate's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","All Counties","California","All Regions","All Regions","Low Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,9,7,3,19,22.01,45777,"High school diploma or equivalent","<5 years","None"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","All Counties","California","All Regions","All Regions","High Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,2,1,2,5,98.99,205886,"Doctoral or professional degree","None","Internship/residency"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","All Counties","California","All Regions","All Regions","High Skill",80,120,40,0.5,4,8,88,20,108,0.22727272727272727,2,3,4,9,55.65,115753,"Master's degree","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","All Counties","California","All Regions","All Regions","Middle Skill",130,110,-20,-0.15384615384615385,-2,-4,126,-10,116,-7.9365079365079361E-2,4,4,-2,6,0,0,"High school diploma or equivalent","<5 years","None"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","All Counties","California","All Regions","All Regions","Low Skill",2520,2890,370,0.14682539682539683,37,74,2594,185,2779,7.1318427139552817E-2,200,307,37,544,12.52,26034,"No formal educational credential","None","Short-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,9,12,2,23,20.02,41650,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5011","Cargo and Freight Agents",43,"Office and Administrative Support Occupations","43-5011 (Cargo and Freight Agents)","All Counties","California","All Regions","All Regions","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,1,3,19.48,40524,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","All Counties","California","All Regions","All Regions","Low Skill",210,210,0,0,0,0,210,0,210,0,8,24,1,33,12.16,25304,"No formal educational credential","None","Short-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,15.94,33142,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","All Counties","California","All Regions","All Regions","Middle Skill",330,380,50,0.15151515151515152,5,10,340,25,365,7.3529411764705885E-2,12,23,5,40,23.63,49161,"High school diploma or equivalent","None","Long-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","All Counties","California","All Regions","All Regions","High Skill",3320,3820,500,0.15060240963855423,50,100,3420,250,3670,7.3099415204678359E-2,74,213,50,337,53.88,112053,"Bachelor's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","All Counties","California","All Regions","All Regions","High Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,8,12,4,24,34.69,72147,"Bachelor's degree","<5 years","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","All Counties","California","All Regions","All Regions","High Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,2,3,1,6,45.57,94784,"Bachelor's degree","None","Internship/residency"]
["19-2012","Physicists",19,"Life, Physical, and Social Science Occupations","19-2012 (Physicists)","All Counties","California","All Regions","All Regions","High Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,5,1,8,30.67,63782,"Doctoral or professional degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,6,1,10,25.55,53129,"Associate's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","All Counties","California","All Regions","All Regions","High Skill",970,1020,50,5.1546391752577317E-2,5,10,980,25,1005,2.5510204081632654E-2,30,37,4,71,0,81085,"Bachelor's degree","None","None"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","All Counties","California","All Regions","All Regions","High Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,3,2,4,9,39.79,82750,"Doctoral or professional degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","All Counties","California","All Regions","All Regions","Middle Skill",520,630,110,0.21153846153846154,11,22,542,55,597,0.1014760147601476,20,20,11,51,27.36,56907,"Postsecondary non-degree award","None","None"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","All Counties","California","All Regions","All Regions","Low Skill",4630,5960,1330,0.28725701943844495,133,266,4896,665,5561,0.1358251633986928,469,490,132,1091,11.72,24358,"No formal educational credential","None","Short-term on-the-job training"]
["39-6011","Baggage Porters and Bellhops",39,"Personal Care and Service Occupations","39-6011 (Baggage Porters and Bellhops)","All Counties","California","All Regions","All Regions","Low Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,8,1,13,12.24,25469,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",160,150,-10,-6.25E-2,-1,-2,158,-5,153,-3.1645569620253167E-2,6,14,-2,18,25.03,52065,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",300,220,-80,-0.26666666666666666,-8,-16,284,-40,244,-0.14084507042253522,14,14,-8,20,18.29,38047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",490,590,100,0.20408163265306123,10,20,510,50,560,9.8039215686274508E-2,20,36,10,66,28.73,59758,"High school diploma or equivalent","None","Apprenticeship"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",490,560,70,0.14285714285714285,7,14,504,35,539,6.9444444444444448E-2,17,27,6,50,33.729999999999997,70143,"High school diploma or equivalent","<5 years","None"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","All Counties","California","All Regions","All Regions","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,5,9,2,16,15.95,33163,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","All Counties","California","All Regions","All Regions","Low Skill",510,650,140,0.27450980392156865,14,28,538,70,608,0.13011152416356878,20,43,13,76,14.63,30411,"No formal educational credential","None","Short-term on-the-job training"]
["11-2011","Advertising and Promotions Managers",11,"Management Occupations","11-2011 (Advertising and Promotions Managers)","All Counties","California","All Regions","All Regions","High Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,6,2,10,0,0,"Bachelor's degree","<5 years","None"]
["13-2041","Credit Analysts",13,"Business and Financial Operations Occupations","13-2041 (Credit Analysts)","All Counties","California","All Regions","All Regions","High Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,7,1,11,33.950000000000003,70596,"Bachelor's degree","None","None"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","All Counties","California","All Regions","All Regions","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,2,8,3,13,62.38,129746,"Bachelor's degree","≥5 years","None"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","All Counties","California","All Regions","All Regions","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,34.18,71103,"Associate's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","All Counties","California","All Regions","All Regions","High Skill",300,370,70,0.23333333333333334,7,14,314,35,349,0.11146496815286625,15,25,7,47,31.61,65762,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","All Counties","California","All Regions","All Regions","Middle Skill",150,210,60,0.4,6,12,162,30,192,0.18518518518518517,4,11,6,21,33.1,68849,"Bachelor's degree","<5 years","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","All Counties","California","All Regions","All Regions","High Skill",210,280,70,0.33333333333333331,7,14,224,35,259,0.15625,5,7,7,19,55.61,115662,"Master's degree","None","None"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","All Counties","California","All Regions","All Regions","Middle Skill",250,280,30,0.12,3,6,256,15,271,5.859375E-2,8,12,3,23,29.3,60938,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",300,420,120,0.4,12,24,324,60,384,0.18518518518518517,12,16,12,40,18.93,39360,"Associate's degree","None","None"]
["29-2057","Ophthalmic Medical Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2057 (Ophthalmic Medical Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,21.39,44488,"Postsecondary non-degree award","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","All Counties","California","All Regions","All Regions","Middle Skill",1100,1400,300,0.27272727272727271,30,60,1160,150,1310,0.12931034482758622,44,43,30,117,26.31,54713,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",420,500,80,0.19047619047619047,8,16,436,40,476,9.1743119266055051E-2,14,14,8,36,19.87,41330,"Postsecondary non-degree award","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","All Counties","California","All Regions","All Regions","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,6,6,3,15,19.940000000000001,41482,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,7,3,16,18.41,38293,"Postsecondary non-degree award","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","All Counties","California","All Regions","All Regions","High Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,3,4,2,9,0,0,"Bachelor's degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",60,60,0,0,0,0,60,0,60,0,1,2,1,4,28.16,58562,"Postsecondary non-degree award","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","All Counties","California","All Regions","All Regions","Middle Skill",620,900,280,0.45161290322580644,28,56,676,140,816,0.20710059171597633,46,38,28,112,15.55,32340,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1600,1830,230,0.14374999999999999,23,46,1646,115,1761,6.9866342648845683E-2,104,87,23,214,14.55,30272,"Postsecondary non-degree award","None","None"]
["31-1015","Orderlies",31,"Healthcare Support Occupations","31-1015 (Orderlies)","All Counties","California","All Regions","All Regions","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,4,3,1,8,18.010000000000002,37472,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-2011","Occupational Therapy Assistants",31,"Healthcare Support Occupations","31-2011 (Occupational Therapy Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,4,2,9,35.26,73330,"Associate's degree","None","None"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",160,220,60,0.375,6,12,172,30,202,0.1744186046511628,8,14,6,28,25.41,52840,"Associate's degree","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","All Counties","California","All Regions","All Regions","Low Skill",290,410,120,0.41379310344827586,12,24,314,60,374,0.19108280254777071,15,26,12,53,14.18,29501,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","All Counties","California","All Regions","All Regions","Middle Skill",220,290,70,0.31818181818181818,7,14,234,35,269,0.14957264957264957,16,9,7,32,27.08,56337,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1070,1300,230,0.21495327102803738,23,46,1116,115,1231,0.10304659498207885,61,68,23,152,20.86,43397,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",2350,3010,660,0.28085106382978725,66,132,2482,330,2812,0.13295729250604352,118,165,66,349,17.579999999999998,36567,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","All Counties","California","All Regions","All Regions","Middle Skill",60,60,0,0,0,0,60,0,60,0,4,4,0,8,21.28,44272,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9095","Pharmacy Aides",31,"Healthcare Support Occupations","31-9095 (Pharmacy Aides)","All Counties","California","All Regions","All Regions","Low Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,10,10,1,21,14.86,30920,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","All Counties","California","All Regions","All Regions","Low Skill",210,280,70,0.33333333333333331,7,14,224,35,259,0.15625,14,23,7,44,15.97,33235,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","All Counties","California","All Regions","All Regions","Middle Skill",280,330,50,0.17857142857142858,5,10,290,25,315,8.6206896551724144E-2,13,18,6,37,22.39,46586,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,21,20,4,45,21.76,45239,"High school diploma or equivalent","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","All Counties","California","All Regions","All Regions","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,72.97,151783,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,4,5,-1,8,15.48,32196,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","All Counties","California","All Regions","All Regions","Middle Skill",540,570,30,5.5555555555555552E-2,3,6,546,15,561,2.7472527472527472E-2,12,24,3,39,36.19,75254,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","All Counties","California","All Regions","All Regions","Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,6,7,-1,12,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","All Counties","California","All Regions","All Regions","Middle Skill",90,90,0,0,0,0,90,0,90,0,2,3,0,5,61.76,128464,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","All Counties","California","All Regions","All Regions","Middle Skill",1380,1460,80,5.7971014492753624E-2,8,16,1396,40,1436,2.865329512893983E-2,34,55,8,97,56.19,116892,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9011","Animal Control Workers",33,"Protective Service Occupations","33-9011 (Animal Control Workers)","All Counties","California","All Regions","All Regions","Low Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,1,6,20.85,43366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","All Counties","California","All Regions","All Regions","Low Skill",1500,1400,-100,-6.6666666666666666E-2,-10,-20,1480,-50,1430,-3.3783783783783786E-2,86,102,-10,178,13.35,27762,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9091","Crossing Guards",33,"Protective Service Occupations","33-9091 (Crossing Guards)","All Counties","California","All Regions","All Regions","Low Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,22,6,1,29,13.67,28441,"No formal educational credential","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","All Counties","California","All Regions","All Regions","Low Skill",440,520,80,0.18181818181818182,8,16,456,40,496,8.771929824561403E-2,66,50,9,125,14.31,29758,"No formal educational credential","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,50,38,3,91,17.309999999999999,36022,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","All Counties","California","All Regions","All Regions","Middle Skill",260,320,60,0.23076923076923078,6,12,272,30,302,0.11029411764705882,9,26,6,41,24.31,50556,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","All Counties","California","All Regions","All Regions","Middle Skill",2370,2930,560,0.23628691983122363,56,112,2482,280,2762,0.11281224818694602,119,252,56,427,17.309999999999999,36002,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","All Counties","California","All Regions","All Regions","Low Skill",1860,1990,130,6.9892473118279563E-2,13,26,1886,65,1951,3.4464475079533402E-2,113,154,12,279,11.44,23802,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","All Counties","California","All Regions","All Regions","Low Skill",740,860,120,0.16216216216216217,12,24,764,60,824,7.8534031413612565E-2,47,64,11,122,16.29,33893,"No formal educational credential","None","Short-term on-the-job training"]
["35-2013","Cooks, Private Household",35,"Food Preparation and Serving Related Occupations","35-2013 (Cooks, Private Household)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,5,7,1,13,0,0,"Postsecondary non-degree award","<5 years","None"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","All Counties","California","All Regions","All Regions","Low Skill",2330,2960,630,0.27038626609442062,63,126,2456,315,2771,0.12825732899022801,155,212,62,429,14.11,29367,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","All Counties","California","All Regions","All Regions","Low Skill",500,550,50,0.1,5,10,510,25,535,4.9019607843137254E-2,31,42,5,78,12.55,26117,"No formal educational credential","None","Short-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","All Counties","California","All Regions","All Regions","Low Skill",1940,2320,380,0.19587628865979381,38,76,2016,190,2206,9.4246031746031744E-2,170,184,38,392,11.76,24450,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","All Counties","California","All Regions","All Regions","Low Skill",1070,1220,150,0.14018691588785046,15,30,1100,75,1175,6.8181818181818177E-2,55,131,16,202,11.63,24183,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","All Counties","California","All Regions","All Regions","Low Skill",7510,9850,2340,0.31158455392809586,234,468,7978,1170,9148,0.14665329656555529,769,804,234,1807,11.24,23380,"No formal educational credential","None","Short-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","All Counties","California","All Regions","All Regions","Low Skill",1460,1750,290,0.19863013698630136,29,58,1518,145,1663,9.5520421607378128E-2,193,152,28,373,12.62,26261,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","All Counties","California","All Regions","All Regions","Low Skill",5610,6820,1210,0.21568627450980393,121,242,5852,605,6457,0.10338345864661654,460,705,121,1286,12.09,25150,"No formal educational credential","None","Short-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","All Counties","California","All Regions","All Regions","Low Skill",510,620,110,0.21568627450980393,11,22,532,55,587,0.10338345864661654,43,40,11,94,11.74,24419,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","All Counties","California","All Regions","All Regions","Low Skill",1780,2110,330,0.1853932584269663,33,66,1846,165,2011,8.9382448537378117E-2,173,154,33,360,11.49,23905,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","All Counties","California","All Regions","All Regions","Low Skill",2000,2350,350,0.17499999999999999,35,70,2070,175,2245,8.4541062801932368E-2,161,173,35,369,11.28,23463,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","All Counties","California","All Regions","All Regions","Low Skill",1030,1240,210,0.20388349514563106,21,42,1072,105,1177,9.7947761194029856E-2,131,124,21,276,11.14,23175,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","All Counties","California","All Regions","All Regions","Middle Skill",370,420,50,0.13513513513513514,5,10,380,25,405,6.5789473684210523E-2,20,24,5,49,18.39,38264,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","All Counties","California","All Regions","All Regions","Middle Skill",610,720,110,0.18032786885245902,11,22,632,55,687,8.7025316455696208E-2,22,40,10,72,19.600000000000001,40764,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",3570,4090,520,0.14565826330532214,52,104,3674,260,3934,7.0767555797495912E-2,249,241,52,542,13.92,28956,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","All Counties","California","All Regions","All Regions","Low Skill",1690,1870,180,0.10650887573964497,18,36,1726,90,1816,5.2143684820393978E-2,132,99,17,248,12.24,25458,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","All Counties","California","All Regions","All Regions","Low Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,8,21,2,31,21.93,45609,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","All Counties","California","All Regions","All Regions","Low Skill",4610,5340,730,0.15835140997830802,73,146,4756,365,5121,7.6745164003364175E-2,232,355,72,659,14.22,29562,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","All Counties","California","All Regions","All Regions","Middle Skill",470,580,110,0.23404255319148937,11,22,492,55,547,0.11178861788617886,25,24,10,59,17.88,37174,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","All Counties","California","All Regions","All Regions","Low Skill",330,420,90,0.27272727272727271,9,18,348,45,393,0.12931034482758622,26,30,9,65,12.31,25602,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3019","Gaming Service Workers, All Other",39,"Personal Care and Service Occupations","39-3019 (Gaming Service Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",80,140,60,0.75,6,12,92,30,122,0.32608695652173914,6,10,6,22,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","All Counties","California","All Regions","All Regions","Low Skill",690,870,180,0.2608695652173913,18,36,726,90,816,0.12396694214876033,82,93,18,193,11.59,24121,"No formal educational credential","None","Short-term on-the-job training"]
["39-4021","Funeral Attendants",39,"Personal Care and Service Occupations","39-4021 (Funeral Attendants)","All Counties","California","All Regions","All Regions","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,6,4,1,11,12.62,26250,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","All Counties","California","All Regions","All Regions","Middle Skill",640,770,130,0.203125,13,26,666,65,731,9.7597597597597591E-2,42,36,14,92,11.62,24172,"Postsecondary non-degree award","None","None"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","All Counties","California","All Regions","All Regions","Low Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,4,7,2,13,13.92,28935,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","All Counties","California","All Regions","All Regions","Middle Skill",2800,3250,450,0.16071428571428573,45,90,2890,225,3115,7.7854671280276816E-2,247,187,45,479,12.86,26754,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","All Counties","California","All Regions","All Regions","Low Skill",5070,6880,1810,0.35700197238658776,181,362,5432,905,6337,0.16660530191458026,477,359,181,1017,11.74,24419,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","All Counties","California","All Regions","All Regions","Middle Skill",1030,1340,310,0.30097087378640774,31,62,1092,155,1247,0.14194139194139194,78,119,31,228,27.36,56924,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","All Counties","California","All Regions","All Regions","Middle Skill",780,1010,230,0.29487179487179488,23,46,826,115,941,0.13922518159806296,59,90,23,172,12.97,26981,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","All Counties","California","All Regions","All Regions","Low Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,11,16,2,29,16.46,34222,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","All Counties","California","All Regions","All Regions","Middle Skill",4060,4700,640,0.15763546798029557,64,128,4188,320,4508,7.6408787010506213E-2,162,295,64,521,20.45,42551,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","All Counties","California","All Regions","All Regions","Middle Skill",720,810,90,0.125,9,18,738,45,783,6.097560975609756E-2,26,43,9,78,28.98,60278,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","All Counties","California","All Regions","All Regions","Low Skill",9080,10080,1000,0.11013215859030837,100,200,9280,500,9780,5.3879310344827583E-2,899,878,100,1877,11.77,24483,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","All Counties","California","All Regions","All Regions","Low Skill",1870,2090,220,0.11764705882352941,22,44,1914,110,2024,5.7471264367816091E-2,104,145,22,271,12.65,26332,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","All Counties","California","All Regions","All Regions","Middle Skill",560,640,80,0.14285714285714285,8,16,576,40,616,6.9444444444444448E-2,26,47,9,82,15.27,31766,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","All Counties","California","All Regions","All Regions","Low Skill",11430,13070,1640,0.14348206474190725,164,328,11758,820,12578,6.9739751658445315E-2,775,972,164,1911,12.08,25123,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",190,180,-10,-5.2631578947368418E-2,-1,-2,188,-5,183,-2.6595744680851064E-2,7,16,-1,22,25.96,53997,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",1110,1120,10,9.0090090090090089E-3,1,2,1112,5,1117,4.4964028776978415E-3,45,60,1,106,30.21,62840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","All Counties","California","All Regions","All Regions","High Skill",720,760,40,5.5555555555555552E-2,4,8,728,20,748,2.7472527472527472E-2,19,49,4,72,24.24,50412,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","All Counties","California","All Regions","All Regions","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,8,10,2,20,20.85,43357,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",1530,1890,360,0.23529411764705882,36,72,1602,180,1782,0.11235955056179775,54,147,36,237,27.13,56435,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","All Counties","California","All Regions","All Regions","High Skill",670,830,160,0.23880597014925373,16,32,702,80,782,0.11396011396011396,25,50,16,91,35.28,73366,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","All Counties","California","All Regions","All Regions","Middle Skill",2910,3340,430,0.14776632302405499,43,86,2996,215,3211,7.1762349799732977E-2,103,209,43,355,28.99,60298,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","All Counties","California","All Regions","All Regions","Middle Skill",350,440,90,0.25714285714285712,9,18,368,45,413,0.12228260869565218,20,16,9,45,0,0,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","All Counties","California","All Regions","All Regions","Middle Skill",210,260,50,0.23809523809523808,5,10,220,25,245,0.11363636363636363,12,9,5,26,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","All Counties","California","All Regions","All Regions","High Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,3,10,2,15,41.88,87116,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-9041","Telemarketers",41,"Sales and Related Occupations","41-9041 (Telemarketers)","All Counties","California","All Regions","All Regions","Low Skill",200,210,10,0.05,1,2,202,5,207,2.4752475247524754E-2,12,19,1,32,22.59,46993,"No formal educational credential","None","Short-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","All Counties","California","All Regions","All Regions","Low Skill",220,300,80,0.36363636363636365,8,16,236,40,276,0.16949152542372881,17,10,8,35,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",410,530,120,0.29268292682926828,12,24,434,60,494,0.13824884792626729,25,36,12,73,16.91,35185,"High school diploma or equivalent","None","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","All Counties","California","All Regions","All Regions","Middle Skill",3230,3530,300,9.2879256965944276E-2,30,60,3290,150,3440,4.5592705167173252E-2,131,195,30,356,27.46,57127,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","All Counties","California","All Regions","All Regions","Low Skill",250,240,-10,-0.04,-1,-2,248,-5,243,-2.0161290322580645E-2,16,16,-2,30,21.66,45048,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","All Counties","California","All Regions","All Regions","Middle Skill",550,560,10,1.8181818181818181E-2,1,2,552,5,557,9.057971014492754E-3,21,36,1,58,20.420000000000002,42469,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","All Counties","California","All Regions","All Regions","Low Skill",940,1100,160,0.1702127659574468,16,32,972,80,1052,8.2304526748971193E-2,44,56,16,116,20.34,42315,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",4460,4670,210,4.708520179372197E-2,21,42,4502,105,4607,2.3322967569968902E-2,283,219,21,523,23.4,48672,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",550,570,20,3.6363636363636362E-2,2,4,554,10,564,1.8050541516245487E-2,24,31,2,57,21.96,45673,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",130,130,0,0,0,0,130,0,130,0,6,8,0,14,22.56,46921,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","All Counties","California","All Regions","All Regions","Middle Skill",880,790,-90,-0.10227272727272728,-9,-18,862,-45,817,-5.2204176334106726E-2,43,54,-9,88,15.59,32417,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3099","Financial Clerks, All Other",43,"Office and Administrative Support Occupations","43-3099 (Financial Clerks, All Other)","All Counties","California","All Regions","All Regions","Low Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,11,19,2,32,19.91,41415,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4011","Brokerage Clerks",43,"Office and Administrative Support Occupations","43-4011 (Brokerage Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",110,110,0,0,0,0,110,0,110,0,3,8,1,12,27.08,56339,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","All Counties","California","All Regions","All Regions","Low Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,5,4,0,9,22.26,46307,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4041","Credit Authorizers, Checkers, and Clerks",43,"Office and Administrative Support Occupations","43-4041 (Credit Authorizers, Checkers, and Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,22.48,46758,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","All Counties","California","All Regions","All Regions","Middle Skill",3610,4010,400,0.11080332409972299,40,80,3690,200,3890,5.4200542005420058E-2,195,286,40,521,17.27,35928,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","All Counties","California","All Regions","All Regions","Low Skill",60,60,0,0,0,0,60,0,60,0,2,3,1,6,27.46,57127,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","All Counties","California","All Regions","All Regions","Low Skill",460,430,-30,-6.5217391304347824E-2,-3,-6,454,-15,439,-3.3039647577092511E-2,27,27,-3,51,14.5,30165,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","All Counties","California","All Regions","All Regions","Low Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,19,34,4,57,12.46,25917,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","All Counties","California","All Regions","All Regions","Low Skill",230,250,20,8.6956521739130432E-2,2,4,234,10,244,4.2735042735042736E-2,13,15,3,31,18.55,38579,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","All Counties","California","All Regions","All Regions","Low Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,26,20,4,50,15.61,32468,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",1040,1150,110,0.10576923076923077,11,22,1062,55,1117,5.1789077212806026E-2,39,63,12,114,26.69,55509,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4141","New Accounts Clerks",43,"Office and Administrative Support Occupations","43-4141 (New Accounts Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,5,7,-1,11,19.149999999999999,39848,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4151","Order Clerks",43,"Office and Administrative Support Occupations","43-4151 (Order Clerks)","All Counties","California","All Regions","All Regions","Low Skill",590,650,60,0.10169491525423729,6,12,602,30,632,4.9833887043189369E-2,29,40,6,75,18.34,38160,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","All Counties","California","All Regions","All Regions","Middle Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,15,24,5,44,20.98,43646,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","All Counties","California","All Regions","All Regions","Low Skill",2330,2640,310,0.13304721030042918,31,62,2392,155,2547,6.4799331103678928E-2,154,165,30,349,15.63,32509,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,6,2,12,19.920000000000002,41425,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","All Counties","California","All Regions","All Regions","Low Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,18,23,2,43,21.3,44311,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5011","Cargo and Freight Agents",43,"Office and Administrative Support Occupations","43-5011 (Cargo and Freight Agents)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,1,6,23.06,47955,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","All Counties","California","All Regions","All Regions","Low Skill",290,350,60,0.20689655172413793,6,12,302,30,332,9.9337748344370855E-2,15,14,6,35,13.82,28753,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","All Counties","California","All Regions","All Regions","Low Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,5,1,10,31.35,65213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","All Counties","California","All Regions","All Regions","Low Skill",370,380,10,2.7027027027027029E-2,1,2,372,5,377,1.3440860215053764E-2,13,20,2,35,18.25,37965,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","All Counties","California","All Regions","All Regions","Low Skill",140,140,0,0,0,0,140,0,140,0,7,4,0,11,28.82,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","All Counties","California","All Regions","All Regions","Low Skill",700,710,10,1.4285714285714285E-2,1,2,702,5,707,7.1225071225071226E-3,27,20,1,48,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","All Counties","California","All Regions","All Regions","Middle Skill",820,930,110,0.13414634146341464,11,22,842,55,897,6.5320665083135387E-2,30,57,10,97,24.06,50043,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","All Counties","California","All Regions","All Regions","Low Skill",1730,1900,170,9.8265895953757232E-2,17,34,1764,85,1849,4.8185941043083901E-2,71,108,17,196,15.97,33226,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","All Counties","California","All Regions","All Regions","Low Skill",4990,5800,810,0.16232464929859719,81,162,5152,405,5557,7.8610248447204975E-2,295,384,81,760,12.31,25610,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","All Counties","California","All Regions","All Regions","Low Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,5,1,10,17.350000000000001,36092,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","All Counties","California","All Regions","All Regions","Middle Skill",1510,1280,-230,-0.15231788079470199,-23,-46,1464,-115,1349,-7.8551912568306015E-2,75,73,-23,125,32.24,67056,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",400,360,-40,-0.1,-4,-8,392,-20,372,-5.1020408163265307E-2,20,20,-4,36,27.9,58038,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","All Counties","California","All Regions","All Regions","Middle Skill",1540,1900,360,0.23376623376623376,36,72,1612,180,1792,0.11166253101736973,93,90,36,219,20.16,41937,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","All Counties","California","All Regions","All Regions","Middle Skill",4840,4860,20,4.1322314049586778E-3,2,4,4844,10,4854,2.0644095788604458E-3,261,254,2,517,18.91,39337,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","All Counties","California","All Regions","All Regions","Low Skill",170,140,-30,-0.17647058823529413,-3,-6,164,-15,149,-9.1463414634146339E-2,6,9,-2,13,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","All Counties","California","All Regions","All Regions","Middle Skill",640,560,-80,-0.125,-8,-16,624,-40,584,-6.4102564102564097E-2,31,39,-8,62,16.64,34618,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","All Counties","California","All Regions","All Regions","Low Skill",100,70,-30,-0.3,-3,-6,94,-15,79,-0.15957446808510639,6,4,-3,7,22.85,47525,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9031","Desktop Publishers",43,"Office and Administrative Support Occupations","43-9031 (Desktop Publishers)","All Counties","California","All Regions","All Regions","Middle Skill",50,30,-20,-0.4,-2,-4,46,-10,36,-0.21739130434782608,2,3,-1,4,26,54087,"Associate's degree","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","All Counties","California","All Regions","All Regions","Low Skill",890,910,20,2.247191011235955E-2,2,4,894,10,904,1.1185682326621925E-2,38,51,2,91,18.52,38518,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","All Counties","California","All Regions","All Regions","Low Skill",90,90,0,0,0,0,90,0,90,0,5,5,1,11,13.72,28528,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","All Counties","California","All Regions","All Regions","Low Skill",5940,6120,180,3.0303030303030304E-2,18,36,5976,90,6066,1.5060240963855422E-2,354,345,18,717,17.670000000000002,36747,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9071","Office Machine Operators, Except Computer",43,"Office and Administrative Support Occupations","43-9071 (Office Machine Operators, Except Computer)","All Counties","California","All Regions","All Regions","Low Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,4,-1,5,20.100000000000001,41804,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",510,550,40,7.8431372549019607E-2,4,8,518,20,538,3.8610038610038609E-2,23,34,3,60,19.22,39971,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","All Counties","California","All Regions","All Regions","Middle Skill",710,770,60,8.4507042253521125E-2,6,12,722,30,752,4.1551246537396121E-2,24,73,7,104,23.48,48837,"High school diploma or equivalent","<5 years","None"]
["45-2011","Agricultural Inspectors",45,"Farming, Fishing, and Forestry Occupations","45-2011 (Agricultural Inspectors)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,5,0,7,24.82,51616,"Bachelor's degree","None","Moderate-term on-the-job training"]
["45-2041","Graders and Sorters, Agricultural Products",45,"Farming, Fishing, and Forestry Occupations","45-2041 (Graders and Sorters, Agricultural Products)","All Counties","California","All Regions","All Regions","Low Skill",650,690,40,6.1538461538461542E-2,4,8,658,20,678,3.0395136778115502E-2,27,63,4,94,11.49,23889,"No formal educational credential","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","All Counties","California","All Regions","All Regions","Low Skill",15330,16360,1030,6.718851924331376E-2,103,206,15536,515,16051,3.3148815653964984E-2,580,1806,103,2489,11.44,23808,"No formal educational credential","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","All Counties","California","All Regions","All Regions","Low Skill",250,240,-10,-0.04,-1,-2,248,-5,243,-2.0161290322580645E-2,9,28,0,37,14.33,29813,"No formal educational credential","None","Short-term on-the-job training"]
["45-2099","Agricultural Workers, All Other",45,"Farming, Fishing, and Forestry Occupations","45-2099 (Agricultural Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",60,60,0,0,0,0,60,0,60,0,2,7,1,10,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["45-4011","Forest and Conservation Workers",45,"Farming, Fishing, and Forestry Occupations","45-4011 (Forest and Conservation Workers)","All Counties","California","All Regions","All Regions","Low Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,4,10,-1,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","All Counties","California","All Regions","All Regions","Middle Skill",920,1200,280,0.30434782608695654,28,56,976,140,1116,0.14344262295081966,34,67,28,129,37.64,78294,"High school diploma or equivalent","≥5 years","None"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","All Counties","California","All Regions","All Regions","Middle Skill",240,380,140,0.58333333333333337,14,28,268,70,338,0.26119402985074625,9,17,13,39,36.49,75902,"High school diploma or equivalent","None","Apprenticeship"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","All Counties","California","All Regions","All Regions","Middle Skill",2500,3310,810,0.32400000000000001,81,162,2662,405,3067,0.15214124718256949,100,161,81,342,25.97,54018,"High school diploma or equivalent","None","Apprenticeship"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","All Counties","California","All Regions","All Regions","Low Skill",180,250,70,0.3888888888888889,7,14,194,35,229,0.18041237113402062,7,11,7,25,18.7,38892,"No formal educational credential","None","Long-term on-the-job training"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","All Counties","California","All Regions","All Regions","Low Skill",500,670,170,0.34,17,34,534,85,619,0.15917602996254682,22,40,18,80,26.81,55758,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","All Counties","California","All Regions","All Regions","Low Skill",2400,3180,780,0.32500000000000001,78,156,2556,390,2946,0.15258215962441316,97,184,78,359,18.920000000000002,39350,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","All Counties","California","All Regions","All Regions","Middle Skill",700,920,220,0.31428571428571428,22,44,744,110,854,0.14784946236559141,31,57,21,109,31.42,65346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","All Counties","California","All Regions","All Regions","Low Skill",390,500,110,0.28205128205128205,11,22,412,55,467,0.13349514563106796,14,25,11,50,22.79,47391,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2082","Tapers",47,"Construction and Extraction Occupations","47-2082 (Tapers)","All Counties","California","All Regions","All Regions","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","All Counties","California","All Regions","All Regions","Middle Skill",1080,1290,210,0.19444444444444445,21,42,1122,105,1227,9.3582887700534759E-2,41,88,21,150,27.27,56715,"High school diploma or equivalent","None","Apprenticeship"]
["47-2121","Glaziers",47,"Construction and Extraction Occupations","47-2121 (Glaziers)","All Counties","California","All Regions","All Regions","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,4,3,9,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","All Counties","California","All Regions","All Regions","Low Skill",970,1200,230,0.23711340206185566,23,46,1016,115,1131,0.11318897637795275,37,54,23,114,18.940000000000001,39401,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","All Counties","California","All Regions","All Regions","Middle Skill",1250,1580,330,0.26400000000000001,33,66,1316,165,1481,0.12537993920972645,51,95,33,179,24.99,51972,"High school diploma or equivalent","None","Apprenticeship"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","All Counties","California","All Regions","All Regions","Low Skill",240,290,50,0.20833333333333334,5,10,250,25,275,0.1,9,15,6,30,21.1,43890,"No formal educational credential","None","Long-term on-the-job training"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","All Counties","California","All Regions","All Regions","Low Skill",330,510,180,0.54545454545454541,18,36,366,90,456,0.24590163934426229,12,28,18,58,25.84,53753,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","All Counties","California","All Regions","All Regions","Middle Skill",350,430,80,0.22857142857142856,8,16,366,40,406,0.10928961748633879,13,27,8,48,22.93,47707,"High school diploma or equivalent","None","Apprenticeship"]
["47-3019","Helpers, Construction Trades, All Other",47,"Construction and Extraction Occupations","47-3019 (Helpers, Construction Trades, All Other)","All Counties","California","All Regions","All Regions","Low Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,3,6,2,11,16.440000000000001,34200,"No formal educational credential","None","Short-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","All Counties","California","All Regions","All Regions","Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,10,12,2,24,37.69,78395,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4031","Fence Erectors",47,"Construction and Extraction Occupations","47-4031 (Fence Erectors)","All Counties","California","All Regions","All Regions","Low Skill",80,120,40,0.5,4,8,88,20,108,0.22727272727272727,3,7,3,13,20.399999999999999,42434,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-4041","Hazardous Materials Removal Workers",47,"Construction and Extraction Occupations","47-4041 (Hazardous Materials Removal Workers)","All Counties","California","All Regions","All Regions","Low Skill",70,110,40,0.5714285714285714,4,8,78,20,98,0.25641025641025639,4,7,4,15,17.27,35930,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","All Counties","California","All Regions","All Regions","Low Skill",70,70,0,0,0,0,70,0,70,0,3,4,0,7,25.84,53743,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-5013","Service Unit Operators, Oil, Gas, and Mining",47,"Construction and Extraction Occupations","47-5013 (Service Unit Operators, Oil, Gas, and Mining)","All Counties","California","All Regions","All Regions","Low Skill",60,100,40,0.66666666666666663,4,8,68,20,88,0.29411764705882354,2,8,4,14,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",760,850,90,0.11842105263157894,9,18,778,45,823,5.7840616966580979E-2,26,42,9,77,37.020000000000003,76997,"High school diploma or equivalent","<5 years","None"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",380,400,20,5.2631578947368418E-2,2,4,384,10,394,2.6041666666666668E-2,13,25,2,40,17.12,35615,"Some college, no degree","None","Short-term on-the-job training"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","All Counties","California","All Regions","All Regions","Middle Skill",860,990,130,0.15116279069767441,13,26,886,65,951,7.336343115124154E-2,31,65,14,110,30.33,63095,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","All Counties","California","All Regions","All Regions","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,5,0,7,30.81,64090,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2097","Electronic Home Entertainment Equipment Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2097 (Electronic Home Entertainment Equipment Installers and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",70,70,0,0,0,0,70,0,70,0,3,5,0,8,13.14,27328,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","All Counties","California","All Regions","All Regions","Low Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,6,14,1,21,14.89,30974,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,5,7,2,14,29.49,61338,"Postsecondary non-degree award","None","None"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",360,410,50,0.1388888888888889,5,10,370,25,395,6.7567567567567571E-2,13,23,4,40,24.67,51315,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",1740,1930,190,0.10919540229885058,19,38,1778,95,1873,5.3430821147356582E-2,58,111,19,188,19.579999999999998,40723,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","All Counties","California","All Regions","All Regions","Middle Skill",280,330,50,0.17857142857142858,5,10,290,25,315,8.6206896551724144E-2,9,17,5,31,25.12,52249,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","All Counties","California","All Regions","All Regions","Middle Skill",290,300,10,3.4482758620689655E-2,1,2,292,5,297,1.7123287671232876E-2,9,19,1,29,26.16,54412,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3051","Motorboat Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3051 (Motorboat Mechanics and Service Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,5,2,11,23.9,49710,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","All Counties","California","All Regions","All Regions","Low Skill",450,530,80,0.17777777777777778,8,16,466,40,506,8.5836909871244635E-2,18,42,8,68,12.19,25337,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","All Counties","California","All Regions","All Regions","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,4,1,7,37.909999999999997,78846,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","All Counties","California","All Regions","All Regions","Middle Skill",590,720,130,0.22033898305084745,13,26,616,65,681,0.10551948051948051,18,44,12,74,24.4,50756,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","All Counties","California","All Regions","All Regions","Middle Skill",340,350,10,2.9411764705882353E-2,1,2,342,5,347,1.4619883040935672E-2,12,18,1,31,28.6,59479,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","All Counties","California","All Regions","All Regions","Low Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,11,14,2,27,26.76,55651,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",290,330,40,0.13793103448275862,4,8,298,20,318,6.7114093959731544E-2,8,16,5,29,54.26,112856,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","All Counties","California","All Regions","All Regions","Middle Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,6,19,4,29,34.68,72133,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9069","Precision Instrument and Equipment Repairers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9069 (Precision Instrument and Equipment Repairers, All Other)","All Counties","California","All Regions","All Regions","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,29.69,61764,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","All Counties","California","All Regions","All Regions","Middle Skill",2450,2710,260,0.10612244897959183,26,52,2502,130,2632,5.1958433253397281E-2,105,143,26,274,21.09,43871,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","All Counties","California","All Regions","All Regions","Low Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,8,13,2,23,14.21,29552,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",250,300,50,0.2,5,10,260,25,285,9.6153846153846159E-2,10,16,5,31,21.05,43790,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","All Counties","California","All Regions","All Regions","Middle Skill",1010,1070,60,5.9405940594059403E-2,6,12,1022,30,1052,2.9354207436399216E-2,33,66,5,104,31.66,65855,"High school diploma or equivalent","<5 years","None"]
["51-2021","Coil Winders, Tapers, and Finishers",51,"Production Occupations","51-2021 (Coil Winders, Tapers, and Finishers)","All Counties","California","All Regions","All Regions","Low Skill",80,60,-20,-0.25,-2,-4,76,-10,66,-0.13157894736842105,4,4,-2,6,11.55,24012,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","All Counties","California","All Regions","All Regions","Low Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,29,34,8,71,13.67,28434,"No formal educational credential","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","All Counties","California","All Regions","All Regions","Low Skill",290,360,70,0.2413793103448276,7,14,304,35,339,0.11513157894736842,15,25,7,47,14.57,30307,"No formal educational credential","None","Long-term on-the-job training"]
["51-3092","Food Batchmakers",51,"Production Occupations","51-3092 (Food Batchmakers)","All Counties","California","All Regions","All Regions","Low Skill",160,160,0,0,0,0,160,0,160,0,9,14,1,24,13.54,28168,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","All Counties","California","All Regions","All Regions","Middle Skill",320,320,0,0,0,0,320,0,320,0,9,23,0,32,22.68,47186,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",51,"Production Occupations","51-4012 (Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic)","All Counties","California","All Regions","All Regions","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,28.02,58301,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4021 (Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",90,70,-20,-0.22222222222222221,-2,-4,86,-10,76,-0.11627906976744186,2,6,-2,6,11.75,24442,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",300,300,0,0,0,0,300,0,300,0,11,23,0,34,17.29,35947,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4032 (Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,17.850000000000001,37124,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4033 (Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",410,420,10,2.4390243902439025E-2,1,2,412,5,417,1.2135922330097087E-2,14,29,1,44,15.19,31587,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4034 (Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,2,4,-1,5,14.62,30410,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","All Counties","California","All Regions","All Regions","Middle Skill",1040,1080,40,3.8461538461538464E-2,4,8,1048,20,1068,1.9083969465648856E-2,37,69,4,110,20.72,43102,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4072 (Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,7,-2,9,12.01,24975,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4111","Tool and Die Makers",51,"Production Occupations","51-4111 (Tool and Die Makers)","All Counties","California","All Regions","All Regions","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,6,0,10,24.52,51003,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","All Counties","California","All Regions","All Regions","Middle Skill",740,830,90,0.12162162162162163,9,18,758,45,803,5.9366754617414245E-2,21,61,10,92,18.5,38465,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-4122 (Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,3,8,-2,9,18.28,38025,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4193","Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4193 (Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic)","All Counties","California","All Regions","All Regions","Low Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,2,7,-1,8,12.11,25190,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","All Counties","California","All Regions","All Regions","Middle Skill",430,400,-30,-6.9767441860465115E-2,-3,-6,424,-15,409,-3.5377358490566037E-2,16,27,-2,41,13.59,28270,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5113","Print Binding and Finishing Workers",51,"Production Occupations","51-5113 (Print Binding and Finishing Workers)","All Counties","California","All Regions","All Regions","Low Skill",60,60,0,0,0,0,60,0,60,0,4,3,0,7,17.73,36868,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","All Counties","California","All Regions","All Regions","Low Skill",260,240,-20,-7.6923076923076927E-2,-2,-4,256,-10,246,-3.90625E-2,17,17,-2,32,11.74,24422,"No formal educational credential","None","Short-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","All Counties","California","All Regions","All Regions","Low Skill",220,170,-50,-0.22727272727272727,-5,-10,210,-25,185,-0.11904761904761904,11,9,-5,15,12.65,26326,"No formal educational credential","None","Short-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","All Counties","California","All Regions","All Regions","Low Skill",60,60,0,0,0,0,60,0,60,0,5,2,0,7,22.21,46193,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","All Counties","California","All Regions","All Regions","Low Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,12,14,1,27,14.41,29980,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",51,"Production Occupations","51-7041 (Sawing Machine Setters, Operators, and Tenders, Wood)","All Counties","California","All Regions","All Regions","Low Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,6,1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","All Counties","California","All Regions","All Regions","Low Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,3,5,1,9,16.14,33583,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","All Counties","California","All Regions","All Regions","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,0,6,41.52,86346,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","All Counties","California","All Regions","All Regions","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,8,1,13,37.96,78956,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","All Counties","California","All Regions","All Regions","Middle Skill",420,400,-20,-4.7619047619047616E-2,-2,-4,416,-10,406,-2.403846153846154E-2,12,22,-2,32,32.69,68005,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",51,"Production Occupations","51-8093 (Petroleum Pump System Operators, Refinery Operators, and Gaugers)","All Counties","California","All Regions","All Regions","Middle Skill",210,180,-30,-0.14285714285714285,-3,-6,204,-15,189,-7.3529411764705885E-2,4,14,-3,15,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,5,15,3,23,17.04,35445,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9021 (Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,8,17,6,31,11.87,24688,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9022","Grinding and Polishing Workers, Hand",51,"Production Occupations","51-9022 (Grinding and Polishing Workers, Hand)","All Counties","California","All Regions","All Regions","Low Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,4,8,-1,11,12.85,26715,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",620,680,60,9.6774193548387094E-2,6,12,632,30,662,4.746835443037975E-2,23,49,6,78,12.15,25261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,7,1,11,14,29130,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","All Counties","California","All Regions","All Regions","Middle Skill",1340,1200,-140,-0.1044776119402985,-14,-28,1312,-70,1242,-5.3353658536585365E-2,53,97,-14,136,19.489999999999998,40532,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9083","Ophthalmic Laboratory Technicians",51,"Production Occupations","51-9083 (Ophthalmic Laboratory Technicians)","All Counties","California","All Regions","All Regions","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,7,1,12,22.8,47431,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",1030,1240,210,0.20388349514563106,21,42,1072,105,1177,9.7947761194029856E-2,54,75,21,150,12.77,26571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9121 (Coating, Painting, and Spraying Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,5,14,3,22,15.61,32467,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9151","Photographic Process Workers and Processing Machine Operators",51,"Production Occupations","51-9151 (Photographic Process Workers and Processing Machine Operators)","All Counties","California","All Regions","All Regions","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,5,-1,6,18.850000000000001,39212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","All Counties","California","All Regions","All Regions","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,8,12,4,24,12.77,26571,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","All Counties","California","All Regions","All Regions","Low Skill",330,300,-30,-9.0909090909090912E-2,-3,-6,324,-15,309,-4.6296296296296294E-2,11,20,-2,29,25.03,52058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","All Counties","California","All Regions","All Regions","Low Skill",1410,1640,230,0.16312056737588654,23,46,1456,115,1571,7.898351648351648E-2,82,145,24,251,12.29,25578,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",520,570,50,9.6153846153846159E-2,5,10,530,25,555,4.716981132075472E-2,21,40,6,67,12.42,25834,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","All Counties","California","All Regions","All Regions","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,3,7,2,12,0,0,"High school diploma or equivalent","<5 years","None"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","All Counties","California","All Regions","All Regions","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,7,15,4,26,0,64148,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","All Counties","California","All Regions","All Regions","Middle Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,28,15,7,50,12.54,26093,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","All Counties","California","All Regions","All Regions","Middle Skill",790,880,90,0.11392405063291139,9,18,808,45,853,5.5693069306930694E-2,65,34,9,108,15.87,33004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","All Counties","California","All Regions","All Regions","Low Skill",500,530,30,0.06,3,6,506,15,521,2.9644268774703556E-2,22,32,3,57,16.97,35297,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","All Counties","California","All Regions","All Regions","Middle Skill",2280,2530,250,0.10964912280701754,25,50,2330,125,2455,5.3648068669527899E-2,102,151,25,278,21.31,44325,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","All Counties","California","All Regions","All Regions","Low Skill",1950,2290,340,0.17435897435897435,34,68,2018,170,2188,8.424182358771061E-2,90,133,34,257,15.81,32900,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","All Counties","California","All Regions","All Regions","Low Skill",550,680,130,0.23636363636363636,13,26,576,65,641,0.11284722222222222,36,25,13,74,12.51,26021,"No formal educational credential","None","Short-term on-the-job training"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","All Counties","California","All Regions","All Regions","Low Skill",50,50,0,0,0,0,50,0,50,0,3,4,0,7,11.93,24812,"No formal educational credential","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","All Counties","California","All Regions","All Regions","Low Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,13,1,20,15.02,31248,"No formal educational credential","None","Short-term on-the-job training"]
["53-7021","Crane and Tower Operators",53,"Transportation and Material Moving Occupations","53-7021 (Crane and Tower Operators)","All Counties","California","All Regions","All Regions","Low Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,1,8,31.9,66358,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","All Counties","California","All Regions","All Regions","Low Skill",1170,1410,240,0.20512820512820512,24,48,1218,120,1338,9.8522167487684734E-2,45,97,24,166,14.85,30886,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","All Counties","California","All Regions","All Regions","Low Skill",1180,1380,200,0.16949152542372881,20,40,1220,100,1320,8.1967213114754092E-2,66,111,20,197,11.7,24347,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","All Counties","California","All Regions","All Regions","Low Skill",4760,5560,800,0.16806722689075632,80,160,4920,400,5320,8.1300813008130079E-2,256,441,80,777,12.87,26764,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","All Counties","California","All Regions","All Regions","Low Skill",1900,2090,190,0.1,19,38,1938,95,2033,4.9019607843137254E-2,135,163,18,316,11.69,24316,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","All Counties","California","All Regions","All Regions","Low Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,12,19,4,35,19.16,39852,"No formal educational credential","None","Short-term on-the-job training"]
["53-7199","Material Moving Workers, All Other",53,"Transportation and Material Moving Occupations","53-7199 (Material Moving Workers, All Other)","All Counties","California","All Regions","All Regions","Low Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,14,24,5,43,12.67,26362,"No formal educational credential","None","Short-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","All Counties","California","All Regions","All Regions","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,11,2,18,0,0,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","All Counties","California","All Regions","All Regions","Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,10,22,4,36,0,0,"High school diploma or equivalent","<5 years","None"]

{"sheet":"Familiar Sub-Region Title","index":6,"n_rows":35,"n_cols":4,"rows_kept":35,"cut":false,"hidden":true,"merged":[]}
["Region","Sub-Region Formal Title","Familiar Sub-Region Title","Counties"]
["Bay Area","Napa Metropolitan Statistical Area","North Bay","Napa"]
["Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","East Bay","Contra Costa, Alameda"]
["Bay Area","Salinas Metropolitan Statistical Area","Santa Cruz-Monterey","Monterey"]
["Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Mid-Peninsula","San Francisco, San Mateo"]
["Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Silicon Valley","Santa Clara, San Benito"]
["Bay Area","San Rafael Metropolitan Division","North Bay","Marin"]
["Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Santa Cruz-Monterey","Santa Cruz"]
["Bay Area","Santa Rosa Metropolitan Statistical Area","North Bay","Sonoma"]
["Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","North Bay","Solano"]
["Central","Bakersfield Metropolitan Statistical Area","Central","Kern"]
["Central","Eastern Sierra Region","Mother Lode","Alpine, Mono, Inyo"]
["Central","Fresno Metropolitan Statistical Area","Central","Fresno"]
["Central","Hanford-Corcoran Metropolitan Statistical Area","Central","Kings"]
["Central","Madera Metropolitan Statistical Area ","Central","Madera"]
["Central","Merced Metropolitan Statistical Area","Central","Merced"]
["Central","Modesto Metropolitan Statistical Area","Central","Stanislaus"]
["Central","Mother Lode Region","Mother Lode","Amador, Calaveras, Tuolumne, Mariposa"]
["Central","Stockton-Lodi Metropolitan Statistical Area","Central","San Joaquin"]
["Central","Visalia-Porterville Metropolitan Statistical Area","Central","Tulare"]
["Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Greater Sacramento","Yolo, Placer, Sacramento, El Dorado"]
["Greater Sacramento","Yuba City Metropolitan Statistical Area","Greater Sacramento","Yuba, Sutter"]
["Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Inland Empire","Riverside, San Bernardino"]
["LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Orange County","Orange"]
["LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Los Angeles County","Los Angeles"]
["North Far North","Chico Metropolitan Statistical Area","Northern Inland","Butte"]
["North Far North","North Coast Region","Northern Coastal","Del Norte, Humboldt, Mendocino, Lake"]
["North Far North","North Valley Region","Northern Inland","Tehama, Glenn, Colusa"]
["North Far North","Northern Mountain Region","Northern Inland","Siskiyou, Modoc, Trinity, Lassen, Plumas, Sierra, Nevada"]
["North Far North","Redding Metropolitan Statistical Area","Northern Inland","Shasta"]
["San Diego and Imperial","El Centro Metropolitan Statistical Area","San Diego/Imperial","Imperial"]
["San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","San Diego/Imperial","San Diego"]
["South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","South Central","Ventura"]
["South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","South Central","San Luis Obispo"]
["South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","South Central","Santa Barbara"]

{"sheet":"Combined Raw Data","index":7,"n_rows":12340,"n_cols":19,"rows_kept":4500,"cut":true,"hidden":true,"merged":[],"bounds":{"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0}}
["Counties","Region","SubRegion","SOC Level*","SOC Code**","Occupational Title","Base Year Employment Estimate 2016***","Projected Year Employment Estimate 2026","Numeric Change 2016-2026 [1]","Percent-age Change 2016-2026","Average Annaul Exits","Average Annual Transfers ","Average Annual Numeric Change","Average Annual Job Openings","2018 Q1 Median Hourly","2018 Q1 Median Annual","Entry Level Education","Work Experience","On-the-Job Training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-1011","Chief Executives",2900,2910,10,3.4482758620689655E-3,84,119,1,204,0,0,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-1021","General and Operations Managers",19280,21910,2630,0.13641078838174273,427,1228,263,1918,60.64,126137,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-1031","Legislators",120,110,-10,-8.3333333333333329E-2,3,5,-1,7,0,63237,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-2011","Advertising and Promotions Managers",210,230,20,9.5238095238095233E-2,6,16,2,24,55.04,114482,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-2021","Marketing Managers",2830,3380,550,0.19434628975265017,70,188,55,313,75.55,157133,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-2022","Sales Managers",5110,5850,740,0.14481409001956946,124,332,74,530,64.760000000000005,134690,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-2031","Public Relations and Fundraising Managers",660,740,80,0.12121212121212122,16,40,8,64,71.98,149724,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3011","Administrative Services Managers",2970,3490,520,0.17508417508417509,97,158,52,307,54.07,112471,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3021","Computer and Information Systems Managers",3810,4560,750,0.19685039370078741,74,228,76,378,78.38,163032,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3031","Financial Managers",5540,6910,1370,0.24729241877256317,143,308,136,587,69.75,145070,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3051","Industrial Production Managers",1580,1760,180,0.11392405063291139,39,76,18,133,51.7,107542,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3061","Purchasing Managers",640,760,120,0.1875,20,34,12,66,62.28,129546,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3071","Transportation, Storage, and Distribution Managers",1230,1320,90,7.3170731707317069E-2,29,66,8,103,59.26,123249,"High school diploma or equivalent","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3111","Compensation and Benefits Managers",150,160,10,6.6666666666666666E-2,3,7,1,11,66.59,138527,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3121","Human Resources Managers",1370,1600,230,0.16788321167883211,37,80,22,139,69.64,144845,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-3131","Training and Development Managers",300,330,30,0.1,9,19,3,31,64.099999999999994,133333,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",880,740,-140,-0.15909090909090909,47,12,-14,45,41.07,85425,"High school diploma or equivalent","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9021","Construction Managers",4380,5240,860,0.19634703196347031,110,214,86,410,55.79,116033,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",1000,1010,10,0.01,28,46,1,75,24.87,51745,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9032","Education Administrators, Elementary and Secondary School",1520,1670,150,9.8684210526315791E-2,45,73,15,133,0,128403,"Master's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9033","Education Administrators, Postsecondary",980,1010,30,3.0612244897959183E-2,28,45,2,75,57.12,118809,"Master's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9039","Education Administrators, All Other",460,510,50,0.10869565217391304,14,22,5,41,35.75,74372,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9041","Architectural and Engineering Managers",2720,3130,410,0.15073529411764705,59,140,41,240,83.3,173259,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9051","Food Service Managers",3940,4460,520,0.13197969543147209,133,310,52,495,19.25,40049,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9081","Lodging Managers",220,240,20,9.0909090909090912E-2,8,15,2,25,31.2,64890,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9111","Medical and Health Services Managers",2820,3840,1020,0.36170212765957449,90,162,102,354,55.28,114982,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9141","Property, Real Estate, and Community Association Managers",3140,3140,0,0,130,105,-1,234,40.72,84700,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9151","Social and Community Service Managers",1920,2200,280,0.14583333333333334,68,108,28,204,32.31,67217,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"11-9199","Managers, All Other",8770,10210,1440,0.16419612314709237,257,398,144,799,69.709999999999994,144998,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",1500,1560,60,0.04,60,110,5,175,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",2530,2560,30,1.1857707509881422E-2,76,140,4,220,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1031","Claims Adjusters, Examiners, and Investigators",2500,2240,-260,-0.104,59,132,-25,166,40.200000000000003,83629,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1041","Compliance Officers",3200,3430,230,7.1874999999999994E-2,93,167,22,282,43.66,90814,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1051","Cost Estimators",2750,3180,430,0.15636363636363637,93,192,43,328,38.630000000000003,80342,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1071","Human Resources Specialists",4560,5140,580,0.12719298245614036,141,319,58,518,36.44,75791,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1075","Labor Relations Specialists",960,1070,110,0.11458333333333333,29,67,12,108,47.21,98203,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1081","Logisticians",1100,1290,190,0.17272727272727273,29,84,20,133,38.04,79118,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1111","Management Analysts",8290,9490,1200,0.14475271411338964,286,459,120,865,47.22,98224,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1121","Meeting, Convention, and Event Planners",1020,1190,170,0.16666666666666666,42,83,16,141,28.06,58359,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1131","Fundraisers",650,760,110,0.16923076923076924,22,46,12,80,31.63,65799,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1141","Compensation, Benefits, and Job Analysis Specialists",740,840,100,0.13513513513513514,20,43,10,73,36.61,76138,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1151","Training and Development Specialists",1890,2270,380,0.20105820105820105,64,134,38,236,42.4,88191,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1161","Market Research Analysts and Marketing Specialists",5890,7820,1930,0.32767402376910015,182,470,192,844,33.729999999999997,70167,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-1199","Business Operations Specialists, All Other",12040,13560,1520,0.12624584717607973,402,738,152,1292,39.200000000000003,81537,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2011","Accountants and Auditors",9790,10920,1130,0.11542390194075587,306,596,113,1015,38.19,79434,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2021","Appraisers and Assessors of Real Estate",510,500,-10,-1.9607843137254902E-2,18,15,-1,32,45.11,93825,"Bachelor's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2031","Budget Analysts",390,410,20,5.128205128205128E-2,11,18,1,30,43.75,91018,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2041","Credit Analysts",640,700,60,9.375E-2,15,38,6,59,42.76,88946,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2051","Financial Analysts",3070,3560,490,0.15960912052117263,66,208,48,322,48.03,99908,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2052","Personal Financial Advisors",2080,2380,300,0.14423076923076922,55,109,30,194,64.069999999999993,133271,"Bachelor's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2053","Insurance Underwriters",310,340,30,9.6774193548387094E-2,8,17,3,28,33.26,69187,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2061","Financial Examiners",310,350,40,0.12903225806451613,9,15,4,28,46.85,97438,"Bachelor's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2071","Credit Counselors",260,290,30,0.11538461538461539,7,15,3,25,23.09,48010,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2072","Loan Officers",3020,3160,140,4.6357615894039736E-2,75,171,14,260,39,81118,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2081","Tax Examiners and Collectors, and Revenue Agents",330,260,-70,-0.21212121212121213,9,12,-7,14,37.770000000000003,78556,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2082","Tax Preparers",600,580,-20,-3.3333333333333333E-2,32,29,-3,58,40.090000000000003,83394,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"13-2099","Financial Specialists, All Other",1510,1590,80,5.2980132450331126E-2,48,80,8,136,37.549999999999997,78097,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1111","Computer and Information Research Scientists",490,650,160,0.32653061224489793,8,29,15,52,54.44,113235,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1121","Computer Systems Analysts",6690,7850,1160,0.17339312406576982,133,325,116,574,47.54,98896,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1122","Information Security Analysts",550,740,190,0.34545454545454546,12,31,19,62,58.4,121460,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1131","Computer Programmers",3060,3070,10,3.2679738562091504E-3,54,137,2,193,0,0,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1132","Software Developers, Applications",9620,13940,4320,0.44906444906444909,161,578,431,1170,59.6,123968,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1133","Software Developers, Systems Software",6250,7790,1540,0.24640000000000001,96,345,154,595,62.99,131016,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1134","Web Developers",1870,2320,450,0.24064171122994651,39,106,45,190,39.11,81339,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1141","Database Administrators",980,1040,60,6.1224489795918366E-2,21,42,7,70,51.26,106624,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1142","Network and Computer Systems Administrators",3700,4150,450,0.12162162162162163,55,184,45,284,50.34,104695,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1143","Computer Network Architects",1780,1900,120,6.741573033707865E-2,26,91,13,130,63.03,131107,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1151","Computer User Support Specialists",4760,5490,730,0.15336134453781514,104,264,73,441,29.67,61710,"Some college, no degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-1152","Computer Network Support Specialists",1700,1920,220,0.12941176470588237,37,93,22,152,38.380000000000003,79826,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-2031","Operations Research Analysts",930,1230,300,0.32258064516129031,22,41,30,93,48.32,100511,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"15-2041","Statisticians",210,250,40,0.19047619047619047,5,12,4,21,36.35,75622,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-1011","Architects, Except Landscape and Naval",1230,1350,120,9.7560975609756101E-2,33,58,12,103,47.63,99049,"Bachelor's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-1012","Landscape Architects",410,430,20,4.878048780487805E-2,11,19,2,32,44.83,93240,"Bachelor's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-1022","Surveyors",450,490,40,8.8888888888888892E-2,14,19,4,37,47.19,98145,"Bachelor's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2011","Aerospace Engineers",320,380,60,0.1875,8,13,6,27,58.17,120983,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2031","Biomedical Engineers",360,400,40,0.1111111111111111,8,16,4,28,52.23,108625,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2041","Chemical Engineers",390,440,50,0.12820512820512819,9,17,5,31,49.74,103466,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2051","Civil Engineers",5160,5340,180,3.4883720930232558E-2,114,259,18,391,55.74,115936,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2061","Computer Hardware Engineers",1430,1770,340,0.23776223776223776,31,68,33,132,58.96,122628,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2071","Electrical Engineers",2070,2380,310,0.14975845410628019,50,89,30,169,52.86,109935,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2072","Electronics Engineers, Except Computer",1900,1930,30,1.5789473684210527E-2,43,77,3,123,51.93,108005,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2081","Environmental Engineers",1050,1170,120,0.11428571428571428,26,46,12,84,55.75,115946,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",300,310,10,3.3333333333333333E-2,7,12,1,20,55.75,115946,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2112","Industrial Engineers",1610,2030,420,0.2608695652173913,41,74,42,157,47.45,98703,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2141","Mechanical Engineers",2120,2490,370,0.17452830188679244,47,96,38,181,52.39,108970,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-2199","Engineers, All Other",2520,2820,300,0.11904761904761904,62,108,29,199,51.34,106776,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3011","Architectural and Civil Drafters",1140,1280,140,0.12280701754385964,36,65,14,115,29.11,60552,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3012","Electrical and Electronics Drafters",480,560,80,0.16666666666666666,15,28,8,51,32.76,68148,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3013","Mechanical Drafters",350,420,70,0.2,11,21,8,40,30.7,63863,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3019","Drafters, All Other",180,200,20,0.1111111111111111,6,10,3,19,27.4,56988,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3022","Civil Engineering Technicians",710,770,60,8.4507042253521125E-2,24,39,6,69,32.15,66879,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3023","Electrical and Electronics Engineering Technicians",2050,2440,390,0.19024390243902439,72,118,39,229,29.55,61466,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3024","Electro-Mechanical Technicians",450,540,90,0.2,16,26,9,51,26.75,55648,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3025","Environmental Engineering Technicians",390,480,90,0.23076923076923078,14,23,9,46,26.56,55262,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3026","Industrial Engineering Technicians",430,490,60,0.13953488372093023,15,24,6,45,33.72,70138,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3027","Mechanical Engineering Technicians",290,340,50,0.17241379310344829,10,17,5,32,28.96,60238,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3029","Engineering Technicians, Except Drafters, All Other",540,590,50,9.2592592592592587E-2,18,30,5,53,37.479999999999997,77968,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"17-3031","Surveying and Mapping Technicians",410,440,30,7.3170731707317069E-2,14,30,3,47,33.25,69143,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1012","Food Scientists and Technologists",190,220,30,0.15789473684210525,6,15,3,24,41.42,86162,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1021","Biochemists and Biophysicists",1160,1200,40,3.4482758620689655E-2,24,76,4,104,45.36,94347,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1029","Biological Scientists, All Other",1440,1490,50,3.4722222222222224E-2,30,94,4,128,36.93,76830,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1031","Conservation Scientists",100,100,0,0,2,6,0,8,44.36,92265,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1041","Epidemiologists",140,120,-20,-0.14285714285714285,2,8,-2,8,46.74,97211,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-1099","Life Scientists, All Other",190,210,20,0.10526315789473684,4,12,2,18,51.57,107244,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2012","Physicists",280,300,20,7.1428571428571425E-2,6,16,2,24,50.83,105741,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2021","Atmospheric and Space Scientists",140,140,0,0,3,6,0,9,42.7,88823,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2031","Chemists",1520,1550,30,1.9736842105263157E-2,39,96,3,138,42.48,88356,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2032","Materials Scientists",260,300,40,0.15384615384615385,7,18,4,29,45.06,93718,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2041","Environmental Scientists and Specialists, Including Health",1720,2020,300,0.1744186046511628,40,129,30,199,47.26,98307,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",410,470,60,0.14634146341463414,10,30,5,45,34.729999999999997,72240,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3011","Economists",230,280,50,0.21739130434782608,4,14,5,23,40.19,83593,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3031","Clinical, Counseling, and School Psychologists",2120,2520,400,0.18867924528301888,58,88,40,186,46.58,96886,"Doctoral or professional degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3039","Psychologists, All Other",180,200,20,0.1111111111111111,5,7,2,14,54.77,113936,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3041","Sociologists",350,290,-60,-0.17142857142857143,9,20,-6,23,46.01,95698,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3051","Urban and Regional Planners",720,750,30,4.1666666666666664E-2,14,44,3,61,40.9,85066,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-3099","Social Scientists and Related Workers, All Other",500,470,-30,-0.06,14,30,-3,41,31.88,66300,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-4031","Chemical Technicians",880,990,110,0.125,31,55,11,97,25.66,53373,"Associate's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-4061","Social Science Research Assistants",250,200,-50,-0.2,9,17,-5,21,28.18,58603,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-4091","Environmental Science and Protection Technicians, Including Health",510,600,90,0.17647058823529413,22,41,9,72,31.51,65538,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-4092","Forensic Science Technicians",190,200,10,5.2631578947368418E-2,8,14,1,23,39.31,81765,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",660,740,80,0.12121212121212122,28,52,8,88,28.99,60309,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",470,570,100,0.21276595744680851,19,34,10,63,0,0,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",2450,2720,270,0.11020408163265306,95,169,27,291,31.43,65366,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1013","Marriage and Family Therapists",770,1000,230,0.29870129870129869,32,58,23,113,28.42,59121,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1014","Mental Health Counselors",1160,1400,240,0.20689655172413793,47,84,25,156,0,0,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1015","Rehabilitation Counselors",700,840,140,0.2,28,50,14,92,18.77,39045,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1019","Counselors, All Other",390,460,70,0.17948717948717949,16,28,8,52,19.739999999999998,41055,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1021","Child, Family, and School Social Workers",2070,2230,160,7.7294685990338161E-2,77,136,16,229,24.65,51261,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1022","Healthcare Social Workers",1090,1350,260,0.23853211009174313,44,78,26,148,35.92,74718,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1023","Mental Health and Substance Abuse Social Workers",1130,1350,220,0.19469026548672566,45,79,22,146,28.81,59923,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1029","Social Workers, All Other",960,910,-50,-5.2083333333333336E-2,34,60,-4,90,38.89,80902,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1091","Health Educators",770,1030,260,0.33766233766233766,41,67,26,134,27.66,57536,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1092","Probation Officers and Correctional Treatment Specialists",610,560,-50,-8.1967213114754092E-2,18,31,-5,44,40.61,84456,"Bachelor's degree","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1093","Social and Human Service Assistants",2430,2790,360,0.14814814814814814,116,186,36,338,18.7,38903,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1094","Community Health Workers",680,870,190,0.27941176470588236,35,57,20,112,18.61,38720,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-1099","Community and Social Service Specialists, All Other",660,690,30,4.5454545454545456E-2,31,50,3,84,24.2,50337,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-2011","Clergy",1230,1440,210,0.17073170731707318,61,82,21,164,25.43,52896,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"21-2021","Directors, Religious Activities and Education",550,630,80,0.14545454545454545,26,45,9,80,19.88,41350,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-1011","Lawyers",5840,6220,380,6.5068493150684928E-2,120,130,38,288,70.66,146969,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",100,80,-20,-0.2,2,2,-2,2,62.15,129269,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-1023","Judges, Magistrate Judges, and Magistrates",250,210,-40,-0.16,4,5,-3,6,90.38,187973,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-2011","Paralegals and Legal Assistants",2270,2470,200,8.8105726872246701E-2,78,158,21,257,28.49,59273,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-2093","Title Examiners, Abstractors, and Searchers",970,1080,110,0.1134020618556701,36,47,11,94,31.19,64858,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"23-2099","Legal Support Workers, All Other",250,250,0,0,9,11,1,21,29.15,60644,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1021","Computer Science Teachers, Postsecondary",190,180,-10,-5.2631578947368418E-2,7,7,0,14,0,103517,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1031","Architecture Teachers, Postsecondary",100,100,0,0,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1032","Engineering Teachers, Postsecondary",340,360,20,5.8823529411764705E-2,13,13,2,28,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1054","Physics Teachers, Postsecondary",170,170,0,0,6,6,0,12,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1062","Area, Ethnic, and Cultural Studies Teachers, Postsecondary",220,230,10,4.5454545454545456E-2,8,9,1,18,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1063","Economics Teachers, Postsecondary",100,110,10,0.1,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1081","Education Teachers, Postsecondary",330,350,20,6.0606060606060608E-2,12,13,2,27,0,82426,"Doctoral or professional degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1112","Law Teachers, Postsecondary",410,440,30,7.3170731707317069E-2,16,16,3,35,0,0,"Doctoral or professional degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1121","Art, Drama, and Music Teachers, Postsecondary",900,940,40,4.4444444444444446E-2,34,35,4,73,0,74942,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1124","Foreign Language and Literature Teachers, Postsecondary",280,280,0,0,10,11,1,22,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1125","History Teachers, Postsecondary",110,110,0,0,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1126","Philosophy and Religion Teachers, Postsecondary",170,180,10,5.8823529411764705E-2,6,7,1,14,0,0,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1191","Graduate Teaching Assistants",2280,2340,60,2.6315789473684209E-2,85,88,6,179,0,36262,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1194","Vocational Education Teachers, Postsecondary",1050,940,-110,-0.10476190476190476,36,38,-10,64,29.35,61040,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-1199","Postsecondary Teachers, All Other",1370,1410,40,2.9197080291970802E-2,51,53,4,108,0,69986,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2011","Preschool Teachers, Except Special Education",5370,5440,70,1.3035381750465549E-2,233,289,7,529,18.420000000000002,38324,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2012","Kindergarten Teachers, Except Special Education",1420,1560,140,9.8591549295774641E-2,64,80,14,158,0,57059,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2021","Elementary School Teachers, Except Special Education",10560,11550,990,9.375E-2,365,409,99,873,0,79410,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",4480,4910,430,9.5982142857142863E-2,155,174,43,372,0,74546,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",8020,8780,760,9.4763092269326679E-2,257,314,76,647,0,78597,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",1430,1560,130,9.0909090909090912E-2,50,55,13,118,0,73753,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2053","Special Education Teachers, Middle School",790,860,70,8.8607594936708861E-2,27,30,7,64,0,69235,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2054","Special Education Teachers, Secondary School",680,740,60,8.8235294117647065E-2,24,26,6,56,0,88336,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-2059","Special Education Teachers, All Other",250,270,20,0.08,8,9,2,19,0,78303,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",440,400,-40,-9.0909090909090912E-2,26,20,-4,42,33.53,69742,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-3021","Self-Enrichment Education Teachers",3510,4290,780,0.22222222222222221,238,182,77,497,26.81,55759,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",4670,5860,1190,0.25481798715203424,321,246,119,686,0,41573,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-3098","Substitute Teachers",6170,6790,620,0.10048622366288493,395,303,62,760,21.05,43777,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-4013","Museum Technicians and Conservators",140,150,10,7.1428571428571425E-2,6,8,2,16,24.13,50174,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-4021","Librarians",850,850,0,0,46,32,0,78,37.78,78567,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-4031","Library Technicians",750,760,10,1.3333333333333334E-2,59,39,1,99,25.74,53535,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-9011","Audio-Visual and Multimedia Collections Specialists",110,120,10,9.0909090909090912E-2,6,5,1,12,22.82,47453,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-9031","Instructional Coordinators",1620,1750,130,8.0246913580246909E-2,80,69,13,162,32.99,68615,"Master's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-9041","Teacher Assistants",12250,13110,860,7.0204081632653056E-2,696,578,86,1360,0,36892,"Some college, no degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"25-9099","Education, Training, and Library Workers, All Other",1340,1480,140,0.1044776119402985,67,58,14,139,22.54,46894,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1011","Art Directors",670,770,100,0.14925373134328357,35,21,10,66,55.62,115682,"Bachelor's degree","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",140,150,10,7.1428571428571425E-2,7,4,1,12,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1014","Multimedia Artists and Animators",1110,1280,170,0.15315315315315314,58,35,17,110,40.31,83847,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1021","Commercial and Industrial Designers",260,290,30,0.11538461538461539,10,15,2,27,32.19,66960,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1022","Fashion Designers",160,210,50,0.3125,6,10,5,21,33.909999999999997,70514,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1023","Floral Designers",230,150,-80,-0.34782608695652173,7,10,-8,9,16.399999999999999,34110,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1024","Graphic Designers",2390,2560,170,7.1129707112970716E-2,88,139,17,244,28.67,59638,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1025","Interior Designers",480,450,-30,-6.25E-2,16,26,-3,39,24.7,51362,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-1027","Set and Exhibit Designers",180,210,30,0.16666666666666666,7,11,4,22,23.21,48286,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-2012","Producers and Directors",410,530,120,0.29268292682926828,12,29,12,53,36.79,76526,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-2022","Coaches and Scouts",4720,5320,600,0.1271186440677966,280,379,60,719,0,31987,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-2023","Umpires, Referees, and Other Sports Officials",180,170,-10,-5.5555555555555552E-2,10,13,-1,22,0,38364,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-2041","Music Directors and Composers",470,520,50,0.10638297872340426,28,18,5,51,28.47,59232,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-2042","Musicians and Singers",1210,1410,200,0.16528925619834711,75,48,20,143,24.28,0,"No formal educational credential","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3012","Public Address System and Other Announcers",120,120,0,0,5,6,0,11,14.36,29875,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3022","Reporters and Correspondents",140,130,-10,-7.1428571428571425E-2,4,9,-2,11,20.6,42843,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3031","Public Relations Specialists",1730,1970,240,0.13872832369942195,52,125,24,201,36.47,75855,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3041","Editors",730,760,30,4.1095890410958902E-2,25,47,3,75,25.94,53932,"Bachelor's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3042","Technical Writers",780,940,160,0.20512820512820512,28,52,16,96,39.130000000000003,81380,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3043","Writers and Authors",750,890,140,0.18666666666666668,35,35,15,85,36,74870,"Bachelor's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3091","Interpreters and Translators",720,930,210,0.29166666666666669,37,36,21,94,31.74,66036,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-3099","Media and Communication Workers, All Other",380,400,20,5.2631578947368418E-2,18,17,1,36,18.02,37481,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-4011","Audio and Video Equipment Technicians",750,930,180,0.24,24,52,18,94,27.41,57019,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"27-4021","Photographers",910,590,-320,-0.35164835164835168,32,26,-32,26,16.760000000000002,34861,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1011","Chiropractors",280,310,30,0.10714285714285714,5,2,3,10,36.92,76800,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1021","Dentists, General",1370,1560,190,0.13868613138686131,27,11,19,57,70.38,146390,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1031","Dietitians and Nutritionists",460,560,100,0.21739130434782608,16,14,11,41,37.049999999999997,77074,"Bachelor's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1041","Optometrists",300,400,100,0.33333333333333331,6,4,9,19,55.93,116332,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1051","Pharmacists",2130,2350,220,0.10328638497652583,52,43,22,117,70.510000000000005,146664,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1062","Family and General Practitioners",840,920,80,9.5238095238095233E-2,13,10,8,31,78.59,163460,"Doctoral or professional degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1063","Internists, General",420,450,30,7.1428571428571425E-2,6,5,3,14,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1067","Surgeons",210,210,0,0,3,2,0,5,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1069","Physicians and Surgeons, All Other",1620,1670,50,3.0864197530864196E-2,24,18,5,47,97.35,202484,"Doctoral or professional degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1071","Physician Assistants",1490,1900,410,0.27516778523489932,29,60,41,130,58.79,122272,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1122","Occupational Therapists",710,850,140,0.19718309859154928,16,22,14,52,48.54,100948,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1123","Physical Therapists",1760,2380,620,0.35227272727272729,40,43,62,145,46.02,95728,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1126","Respiratory Therapists",1070,1430,360,0.3364485981308411,29,28,37,94,41.68,86711,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1127","Speech-Language Pathologists",600,680,80,0.13333333333333333,12,20,8,40,43.08,89595,"Master's degree","None","Internship/residency"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1131","Veterinarians",540,650,110,0.20370370370370369,11,10,11,32,51.53,107203,"Doctoral or professional degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1141","Registered Nurses",20080,24840,4760,0.23705179282868527,643,488,476,1607,57.39,119368,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1151","Nurse Anesthetists",190,280,90,0.47368421052631576,3,8,9,20,100.3,208618,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1171","Nurse Practitioners",920,1360,440,0.47826086956521741,22,33,44,99,61.35,127624,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-1199","Health Diagnosing and Treating Practitioners, All Other",370,460,90,0.24324324324324326,17,4,9,30,27,56166,"Master's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2011","Medical and Clinical Laboratory Technologists",720,820,100,0.1388888888888889,23,23,10,56,0,0,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2012","Medical and Clinical Laboratory Technicians",1150,1530,380,0.33043478260869563,40,40,38,118,0,0,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2021","Dental Hygienists",1940,2120,180,9.2783505154639179E-2,73,46,18,137,53.78,111864,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2031","Cardiovascular Technologists and Technicians",380,470,90,0.23684210526315788,11,11,10,32,32,66554,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2032","Diagnostic Medical Sonographers",560,800,240,0.42857142857142855,18,17,24,59,48.02,99881,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2033","Nuclear Medicine Technologists",160,200,40,0.25,5,4,4,13,55.64,115723,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2034","Radiologic Technologists",1720,2170,450,0.26162790697674421,50,48,45,143,41.1,85482,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2035","Magnetic Resonance Imaging Technologists",450,590,140,0.31111111111111112,13,13,14,40,41.55,86426,"Associate's degree","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2041","Emergency Medical Technicians and Paramedics",1700,2340,640,0.37647058823529411,35,83,64,182,19.350000000000001,40263,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2051","Dietetic Technicians",300,350,50,0.16666666666666666,10,14,5,29,17.07,35511,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2052","Pharmacy Technicians",2010,2330,320,0.15920398009950248,70,96,32,198,20.87,43411,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2053","Psychiatric Technicians",140,150,10,7.1428571428571425E-2,5,6,2,13,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2055","Surgical Technologists",830,1120,290,0.3493975903614458,32,43,29,104,31.19,64868,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2056","Veterinary Technologists and Technicians",820,1000,180,0.21951219512195122,30,40,17,87,20.309999999999999,42243,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",4780,5560,780,0.16317991631799164,182,180,78,440,28.32,58907,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2071","Medical Records and Health Information Technicians",1450,1790,340,0.23448275862068965,47,48,34,129,25.23,52500,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2081","Opticians, Dispensing",590,750,160,0.2711864406779661,22,25,16,63,20.28,42183,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-2099","Health Technologists and Technicians, All Other",760,980,220,0.28947368421052633,24,29,22,75,23.71,49321,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-9011","Occupational Health and Safety Specialists",740,830,90,0.12162162162162163,18,22,9,49,40.29,83817,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-9012","Occupational Health and Safety Technicians",120,160,40,0.33333333333333331,3,4,3,10,39.83,82832,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-9091","Athletic Trainers",100,130,30,0.3,3,3,2,8,0,48885,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",340,410,70,0.20588235294117646,8,10,6,24,38.729999999999997,80557,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-1011","Home Health Aides",1770,2350,580,0.32768361581920902,125,104,58,287,13.2,27454,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-1014","Nursing Assistants",8050,9510,1460,0.1813664596273292,534,444,146,1124,16.79,34911,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-1015","Orderlies",320,360,40,0.125,21,17,4,42,16.91,35168,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-2021","Physical Therapist Assistants",230,300,70,0.30434782608695654,12,20,7,39,31.64,65811,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-2022","Physical Therapist Aides",350,480,130,0.37142857142857144,18,30,12,60,13.57,28225,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9011","Massage Therapists",1700,2140,440,0.25882352941176473,126,69,43,238,22.67,47141,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9091","Dental Assistants",4080,4520,440,0.10784313725490197,220,246,44,510,19.39,40332,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9092","Medical Assistants",5460,7550,2090,0.38278388278388276,285,399,209,893,18.89,39283,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9093","Medical Equipment Preparers",510,620,110,0.21568627450980393,35,34,10,79,23.63,49137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9094","Medical Transcriptionists",450,450,0,0,30,23,0,53,14.85,30889,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9095","Pharmacy Aides",420,400,-20,-4.7619047619047616E-2,27,28,-1,54,17.11,35590,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",950,1150,200,0.21052631578947367,61,98,19,178,15.09,31383,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9097","Phlebotomists",610,750,140,0.22950819672131148,29,39,14,82,21.95,45660,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"31-9099","Healthcare Support Workers, All Other",1140,1330,190,0.16666666666666666,78,74,19,171,29.72,61820,"High school diploma or equivalent","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-1012","First-Line Supervisors of Police and Detectives",250,220,-30,-0.12,6,7,-3,10,75.45,156926,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",100,100,0,0,3,3,0,6,80.31,167057,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",520,550,30,5.7692307692307696E-2,24,27,3,54,28.27,58796,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-2011","Firefighters",1860,1750,-110,-5.9139784946236562E-2,40,76,-12,104,47.09,97945,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-3012","Correctional Officers and Jailers",340,270,-70,-0.20588235294117646,11,14,-6,19,34.520000000000003,71797,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-3021","Detectives and Criminal Investigators",390,330,-60,-0.15384615384615385,10,12,-6,16,57.8,120214,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-3041","Parking Enforcement Workers",110,70,-40,-0.36363636363636365,5,3,-5,3,26.18,54445,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-3051","Police and Sheriff's Patrol Officers",5120,4770,-350,-6.8359375E-2,120,193,-36,277,52.42,109023,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-3052","Transit and Railroad Police",120,110,-10,-8.3333333333333329E-2,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9011","Animal Control Workers",120,130,10,8.3333333333333329E-2,6,7,0,13,27,56152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9021","Private Detectives and Investigators",360,400,40,0.1111111111111111,19,16,4,39,37.619999999999997,78247,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9032","Security Guards",8610,9510,900,0.10452961672473868,537,639,90,1266,14.83,30848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",1180,1180,0,0,164,125,0,289,12.53,26065,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9093","Transportation Security Screeners",300,220,-80,-0.26666666666666666,13,10,-8,15,22.08,45928,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"33-9099","Protective Service Workers, All Other",1420,1480,60,4.2253521126760563E-2,201,153,7,361,23.14,48129,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-1011","Chefs and Head Cooks",1090,1240,150,0.13761467889908258,37,106,15,158,18.34,38151,"High school diploma or equivalent","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",6220,7000,780,0.12540192926045016,296,631,78,1005,15.98,33255,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2011","Cooks, Fast Food",6130,5900,-230,-3.7520391517128875E-2,352,481,-22,811,11.8,24543,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2012","Cooks, Institution and Cafeteria",1910,2170,260,0.13612565445026178,119,163,26,308,17.52,36434,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2014","Cooks, Restaurant",8720,10010,1290,0.14793577981651376,549,749,128,1426,14.44,30025,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2015","Cooks, Short Order",1260,1290,30,2.3809523809523808E-2,74,102,3,179,13.52,28122,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2019","Cooks, All Other",270,320,50,0.18518518518518517,17,24,5,46,18.93,39375,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-2021","Food Preparation Workers",7330,8140,810,0.11050477489768076,618,670,81,1369,12.96,26950,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-3011","Bartenders",4560,5000,440,9.6491228070175433E-2,230,549,44,823,14.65,30457,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",23430,27920,4490,0.19163465642338881,2273,2378,448,5099,12.18,25325,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",3910,4320,410,0.10485933503836317,494,388,41,923,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-3031","Waiters and Waitresses",15840,17410,1570,9.9116161616161616E-2,1231,1886,157,3274,13.06,27166,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-3041","Food Servers, Nonrestaurant",1390,1580,190,0.1366906474820144,112,104,19,235,13.63,28338,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",3680,4080,400,0.10869565217391304,345,308,40,693,11.64,24224,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-9021","Dishwashers",5480,5850,370,6.7518248175182483E-2,419,451,37,907,11.94,24851,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",2710,2960,250,9.2250922509225092E-2,327,311,25,663,11.89,24728,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"35-9099","Food Preparation and Serving Related Workers, All Other",170,160,-10,-5.8823529411764705E-2,15,13,0,28,14.17,29490,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",1490,1640,150,0.10067114093959731,79,94,16,189,25.63,53323,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",1510,1600,90,5.9602649006622516E-2,50,94,10,154,30.77,63990,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",15550,16920,1370,8.8102893890675243E-2,1057,1021,138,2216,16.75,34829,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-2012","Maids and Housekeeping Cleaners",6910,7780,870,0.12590448625180897,544,411,87,1042,14.48,30128,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-2021","Pest Control Workers",930,980,50,5.3763440860215055E-2,37,91,6,134,18.489999999999998,38481,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-3011","Landscaping and Groundskeeping Workers",8570,9130,560,6.5344224037339554E-2,413,632,56,1101,16.170000000000002,33625,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",260,250,-10,-3.8461538461538464E-2,12,18,0,30,36.93,76796,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-1011","Gaming Supervisors",220,250,30,0.13636363636363635,11,25,3,39,0,0,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-1021","First-Line Supervisors of Personal Service Workers",1800,2040,240,0.13333333333333333,92,86,24,202,23.57,49014,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-2011","Animal Trainers",340,420,80,0.23529411764705882,18,24,7,49,16.55,34428,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-2021","Nonfarm Animal Caretakers",1910,2270,360,0.18848167539267016,143,168,36,347,12.39,25787,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-3011","Gaming Dealers",750,810,60,0.08,46,69,6,121,11.69,24316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-3031","Ushers, Lobby Attendants, and Ticket Takers",700,880,180,0.25714285714285712,104,88,18,210,11.12,23123,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-3091","Amusement and Recreation Attendants",2530,2760,230,9.0909090909090912E-2,279,314,23,616,12.03,25036,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",2700,3230,530,0.1962962962962963,198,148,53,399,14.37,29881,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-5092","Manicurists and Pedicurists",3070,3690,620,0.20195439739413681,203,172,62,437,12.01,24985,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-5094","Skincare Specialists",720,850,130,0.18055555555555555,47,40,13,100,14.23,29593,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9011","Childcare Workers",5920,6190,270,4.5608108108108107E-2,494,375,28,897,14.32,29778,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9021","Personal Care Aides",43530,56410,12880,0.29588789340684585,3988,3004,1287,8279,11.88,24707,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9031","Fitness Trainers and Aerobics Instructors",2910,3100,190,6.5292096219931275E-2,196,300,19,515,21.4,44498,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9032","Recreation Workers",3950,3910,-40,-1.0126582278481013E-2,257,393,-4,646,15.23,31681,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9041","Residential Advisors",450,500,50,0.1111111111111111,32,47,4,83,17.739999999999998,36896,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"39-9099","Personal Care and Service Workers, All Other",150,160,10,6.6666666666666666E-2,10,12,1,23,14.61,30396,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-1011","First-Line Supervisors of Retail Sales Workers",10260,10520,260,2.5341130604288498E-2,384,699,26,1109,20.98,43636,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",3000,3270,270,0.09,104,174,27,305,35.04,72891,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-2011","Cashiers",25140,25820,680,2.7048528241845664E-2,2392,2334,68,4794,12.46,25909,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-2021","Counter and Rental Clerks",5710,5540,-170,-2.9772329246935202E-2,296,413,-17,692,15.13,31487,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-2022","Parts Salespersons",1370,1430,60,4.3795620437956206E-2,61,110,6,177,16.39,34090,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-2031","Retail Salespersons",29220,28750,-470,-1.6084873374401096E-2,1835,2300,-47,4088,12.92,26880,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-3011","Advertising Sales Agents",660,640,-20,-3.0303030303030304E-2,24,56,-2,78,24.39,50732,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-3021","Insurance Sales Agents",4640,5470,830,0.1788793103448276,205,272,83,560,36.6,76135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",2790,2810,20,7.1684587813620072E-3,73,184,2,259,24.06,50030,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-3041","Travel Agents",370,130,-240,-0.64864864864864868,13,15,-24,4,25.25,52509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-3099","Sales Representatives, Services, All Other",8200,9210,1010,0.12317073170731707,275,751,101,1127,29.02,60350,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",3440,4110,670,0.19476744186046513,124,252,67,443,42.36,88128,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",10110,11960,1850,0.18298714144411474,364,739,185,1288,31.22,64926,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9011","Demonstrators and Product Promoters",1790,1940,150,8.3798882681564241E-2,187,127,15,329,14.79,30764,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9021","Real Estate Brokers",1240,1350,110,8.8709677419354843E-2,66,50,11,127,28.57,59431,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9022","Real Estate Sales Agents",2290,2480,190,8.296943231441048E-2,122,93,19,234,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9031","Sales Engineers",970,1180,210,0.21649484536082475,25,83,21,129,56.82,118190,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9041","Telemarketers",680,630,-50,-7.3529411764705885E-2,39,61,-5,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",720,680,-40,-5.5555555555555552E-2,47,26,-4,69,11.95,24855,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"41-9099","Sales and Related Workers, All Other",1570,1820,250,0.15923566878980891,89,129,25,243,20.53,42685,"High school diploma or equivalent","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",11890,12580,690,5.8031959629941128E-2,475,706,70,1251,30.6,63626,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-2011","Switchboard Operators, Including Answering Service",940,750,-190,-0.20212765957446807,53,56,-19,90,17.559999999999999,36542,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3011","Bill and Account Collectors",1440,1470,30,2.0833333333333332E-2,55,96,3,154,21.92,45591,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3021","Billing and Posting Clerks",3380,3980,600,0.17751479289940827,157,202,60,419,22.48,46747,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",13010,13310,300,2.3059185242121444E-2,815,632,30,1477,24.75,51487,"Some college, no degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3051","Payroll and Timekeeping Clerks",1590,1630,40,2.5157232704402517E-2,68,90,4,162,28.05,58335,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3061","Procurement Clerks",680,680,0,0,29,44,0,73,21.98,45714,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3071","Tellers",2980,2640,-340,-0.11409395973154363,144,180,-34,290,15.56,32356,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-3099","Financial Clerks, All Other",1100,1190,90,8.1818181818181818E-2,43,75,9,127,17.66,36726,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4011","Brokerage Clerks",330,340,10,3.0303030303030304E-2,8,25,1,34,28.25,58764,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4031","Court, Municipal, and License Clerks",510,450,-60,-0.11764705882352941,21,19,-6,34,25.17,52346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4041","Credit Authorizers, Checkers, and Clerks",160,150,-10,-6.25E-2,5,10,-1,14,20.29,42203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4051","Customer Service Representatives",14830,16400,1570,0.10586648685097774,798,1172,157,2127,20.2,41998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4061","Eligibility Interviewers, Government Programs",1820,1570,-250,-0.13736263736263737,67,80,-25,122,29.22,60771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4071","File Clerks",1320,1190,-130,-9.8484848484848481E-2,77,76,-13,140,16.91,35181,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",1180,1320,140,0.11864406779661017,69,124,14,207,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4111","Interviewers, Except Eligibility and Loan",1000,1080,80,0.08,56,65,8,129,25.62,53298,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4121","Library Assistants, Clerical",670,660,-10,-1.4925373134328358E-2,53,40,-1,92,17.7,36808,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4131","Loan Interviewers and Clerks",2000,2190,190,9.5000000000000001E-2,75,121,19,215,23.86,49614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4151","Order Clerks",1910,2050,140,7.3298429319371722E-2,92,129,14,235,18.97,39449,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",980,990,10,1.020408163265306E-2,42,66,1,109,23.32,48498,"Associate's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4171","Receptionists and Information Clerks",6970,7810,840,0.12051649928263988,459,490,84,1033,16.37,34055,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",520,450,-70,-0.13461538461538461,21,29,-6,44,15.8,32868,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-4199","Information and Record Clerks, All Other",1000,990,-10,-0.01,48,62,-2,108,25.28,52582,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5011","Cargo and Freight Agents",540,570,30,5.5555555555555552E-2,17,28,3,48,23.43,48743,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5021","Couriers and Messengers",1050,1190,140,0.13333333333333333,52,49,14,115,18.329999999999998,38139,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5031","Police, Fire, and Ambulance Dispatchers",450,440,-10,-2.2222222222222223E-2,16,24,-1,39,37.619999999999997,78233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",1820,1880,60,3.2967032967032968E-2,65,100,7,172,22.1,45959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5041","Meter Readers, Utilities",170,140,-30,-0.17647058823529413,5,6,-2,9,37.29,77568,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5051","Postal Service Clerks",520,470,-50,-9.6153846153846159E-2,25,14,-5,34,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5052","Postal Service Mail Carriers",2750,2500,-250,-9.0909090909090912E-2,101,74,-25,150,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",1360,1170,-190,-0.13970588235294118,54,36,-18,72,28.18,58611,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5061","Production, Planning, and Expediting Clerks",2880,3300,420,0.14583333333333334,107,201,42,350,26.54,55213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5071","Shipping, Receiving, and Traffic Clerks",6090,6600,510,8.3743842364532015E-2,248,378,51,677,18,37443,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5081","Stock Clerks and Order Fillers",15790,17430,1640,0.103863204559848,907,1183,164,2254,13.52,28128,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",760,830,70,9.2105263157894732E-2,31,45,6,82,18.489999999999998,38446,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",6320,5400,-920,-0.14556962025316456,316,307,-92,531,34.020000000000003,70771,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-6012","Legal Secretaries",1110,880,-230,-0.2072072072072072,54,52,-23,83,30.08,62572,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-6013","Medical Secretaries",5970,7120,1150,0.19262981574539365,353,343,115,811,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",16220,15610,-610,-3.76078914919852E-2,857,834,-61,1630,22.45,46686,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9011","Computer Operators",240,190,-50,-0.20833333333333334,9,13,-5,17,29.43,61201,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9021","Data Entry Keyers",1120,910,-210,-0.1875,52,65,-20,97,18.989999999999998,39480,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9022","Word Processors and Typists",390,260,-130,-0.33333333333333331,21,16,-13,24,20.239999999999998,42100,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9031","Desktop Publishers",110,90,-20,-0.18181818181818182,4,6,-2,8,18.82,39163,"Associate's degree","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9041","Insurance Claims and Policy Processing Clerks",3090,3810,720,0.23300970873786409,147,194,72,413,19.2,39951,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",510,460,-50,-9.8039215686274508E-2,26,27,-6,47,16.850000000000001,35038,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9061","Office Clerks, General",24380,23900,-480,-1.9688269073010665E-2,1417,1380,-48,2749,18.239999999999998,37934,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9071","Office Machine Operators, Except Computer",620,500,-120,-0.19354838709677419,25,37,-12,50,15.81,32898,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9081","Proofreaders and Copy Markers",100,110,10,0.1,8,7,1,16,20.97,43636,"Bachelor's degree","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"43-9199","Office and Administrative Support Workers, All Other",3150,3240,90,2.8571428571428571E-2,139,203,9,351,19.62,40800,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",610,590,-20,-3.2786885245901641E-2,22,68,-2,88,12.2,25385,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",200,180,-20,-0.1,7,22,-3,26,12.84,26698,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",4820,5800,980,0.2033195020746888,170,335,98,603,43.97,91465,"High school diploma or equivalent","≥5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2021","Brickmasons and Blockmasons",490,570,80,0.16326530612244897,15,30,8,53,30.29,63016,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2031","Carpenters",12710,15430,2720,0.21400472069236823,484,782,272,1538,31.82,66191,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2041","Carpet Installers",1240,1440,200,0.16129032258064516,42,70,20,132,43.31,90080,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2044","Tile and Marble Setters",320,400,80,0.25,11,19,8,38,21.26,44226,"No formal educational credential","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2051","Cement Masons and Concrete Finishers",1440,1760,320,0.22222222222222221,61,109,32,202,26,54079,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2061","Construction Laborers",11150,13620,2470,0.22152466367713006,432,816,247,1495,27.41,57020,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2072","Pile-Driver Operators",130,190,60,0.46153846153846156,6,11,7,24,44.93,93439,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",2750,3270,520,0.18909090909090909,115,211,52,378,40.36,83953,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2081","Drywall and Ceiling Tile Installers",2110,2360,250,0.11848341232227488,68,124,24,216,44.41,92371,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2082","Tapers",440,490,50,0.11363636363636363,14,26,5,45,46.04,95760,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2111","Electricians",5140,5870,730,0.14202334630350194,192,409,72,673,42.28,87943,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2121","Glaziers",400,460,60,0.15,16,33,6,55,26.9,55952,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2131","Insulation Workers, Floor, Ceiling, and Wall",280,300,20,7.1428571428571425E-2,8,22,3,33,42.02,87383,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2141","Painters, Construction and Maintenance",6040,7030,990,0.16390728476821192,223,326,98,647,26.5,55137,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2151","Pipelayers",290,350,60,0.20689655172413793,12,21,6,39,27.54,57295,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",4470,5270,800,0.17897091722595079,177,326,81,584,30.49,63433,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2181","Roofers",1870,2170,300,0.16042780748663102,58,137,30,225,23.46,48786,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2211","Sheet Metal Workers",820,960,140,0.17073170731707318,31,61,14,106,24.35,50638,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2221","Structural Iron and Steel Workers",750,890,140,0.18666666666666668,24,62,14,100,27.47,57142,"High school diploma or equivalent","None","Apprenticeship"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-2231","Solar Photovoltaic Installers",1060,2340,1280,1.2075471698113207,68,110,128,306,18.940000000000001,39401,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-3012","Helpers--Carpenters",100,120,20,0.2,5,10,2,17,17.649999999999999,36704,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-3013","Helpers--Electricians",600,660,60,0.1,27,61,6,94,19.88,41345,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",330,390,60,0.18181818181818182,15,35,6,56,16.12,33538,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-3019","Helpers, Construction Trades, All Other",120,140,20,0.16666666666666666,6,13,2,21,14.72,30607,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4011","Construction and Building Inspectors",1510,1730,220,0.14569536423841059,80,92,23,195,48.55,100982,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4031","Fence Erectors",320,400,80,0.25,12,27,8,47,17.16,35706,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4041","Hazardous Materials Removal Workers",1050,1320,270,0.25714285714285712,47,93,27,167,21.45,44613,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4051","Highway Maintenance Workers",630,640,10,1.5873015873015872E-2,27,36,1,64,31.55,65631,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",330,370,40,0.12121212121212122,18,26,4,48,24.3,50537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"47-4099","Construction and Related Workers, All Other",340,420,80,0.23529411764705882,15,25,8,48,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",2960,3180,220,7.4324324324324328E-2,99,158,21,278,39.08,81283,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2011","Computer, Automated Teller, and Office Machine Repairers",1090,1050,-40,-3.669724770642202E-2,35,68,-4,99,20.12,41850,"Some college, no degree","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",3090,2520,-570,-0.18446601941747573,93,198,-57,234,30.66,63775,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2092","Electric Motor, Power Tool, and Related Repairers",290,270,-20,-6.8965517241379309E-2,9,17,-2,24,41.1,85477,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",430,430,0,0,11,26,0,37,39.58,82309,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",590,660,70,0.11864406779661017,16,38,8,62,35.36,73555,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2095","Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",120,140,20,0.16666666666666666,3,8,2,13,45.54,94718,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2097","Electronic Home Entertainment Equipment Installers and Repairers",330,300,-30,-9.0909090909090912E-2,11,21,-3,29,22.32,46420,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-2098","Security and Fire Alarm Systems Installers",640,760,120,0.1875,23,52,12,87,27.88,57976,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3011","Aircraft Mechanics and Service Technicians",390,390,0,0,12,17,0,29,35.68,74205,"Postsecondary non-degree award","None","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3023","Automotive Service Technicians and Mechanics",5040,5300,260,5.1587301587301584E-2,163,312,26,501,24.31,50573,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",2010,2160,150,7.4626865671641784E-2,64,119,15,198,27.46,57123,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",790,890,100,0.12658227848101267,26,53,10,89,35.159999999999997,73128,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3043","Rail Car Repairers",170,190,20,0.11764705882352941,6,12,2,20,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3051","Motorboat Mechanics and Service Technicians",130,130,0,0,5,8,-1,12,26.62,55367,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3052","Motorcycle Mechanics",130,170,40,0.30769230769230771,6,9,4,19,20.99,43668,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-3093","Tire Repairers and Changers",620,630,10,1.6129032258064516E-2,23,53,1,77,13.27,27602,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9011","Mechanical Door Repairers",150,180,30,0.2,4,8,2,14,20.84,43343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",160,170,10,6.25E-2,4,8,0,12,38.14,79343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",1730,2010,280,0.16184971098265896,52,125,28,205,25.24,52493,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9031","Home Appliance Repairers",620,570,-50,-8.0645161290322578E-2,29,26,-5,50,27.02,56209,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9041","Industrial Machinery Mechanics",1490,1720,230,0.15436241610738255,54,83,23,160,34.909999999999997,72620,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9043","Maintenance Workers, Machinery",470,510,40,8.5106382978723402E-2,21,28,4,53,32.770000000000003,68172,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9051","Electrical Power-Line Installers and Repairers",310,310,0,0,8,16,0,24,54.5,113374,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9052","Telecommunications Line Installers and Repairers",1110,1010,-100,-9.0090090090090086E-2,26,79,-10,95,30.3,63034,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9062","Medical Equipment Repairers",200,210,10,0.05,8,10,1,19,25.12,52259,"Associate's degree","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9069","Precision Instrument and Equipment Repairers, All Other",230,250,20,8.6956521739130432E-2,9,11,2,22,45.27,94160,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9071","Maintenance and Repair Workers, General",7460,7930,470,6.3002680965147453E-2,314,428,46,788,22.48,46765,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",110,90,-20,-0.18181818181818182,4,7,-2,9,19.7,40987,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",1040,1130,90,8.6538461538461536E-2,52,82,9,143,15.34,31908,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",1730,1870,140,8.0924855491329481E-2,66,103,14,183,24.96,51914,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-1011","First-Line Supervisors of Production and Operating Workers",3840,4360,520,0.13541666666666666,131,262,52,445,34.31,71362,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-2022","Electrical and Electronic Equipment Assemblers",2480,2460,-20,-8.0645161290322578E-3,125,161,-2,284,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-2023","Electromechanical Equipment Assemblers",380,390,10,2.6315789473684209E-2,20,25,1,46,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-2041","Structural Metal Fabricators and Fitters",300,320,20,6.6666666666666666E-2,11,23,2,36,16.88,35108,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-2099","Assemblers and Fabricators, All Other",1660,1600,-60,-3.614457831325301E-2,70,118,-6,182,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-3011","Bakers",2630,3020,390,0.14828897338403041,181,212,40,433,14.94,31075,"No formal educational credential","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-3021","Butchers and Meat Cutters",1680,1780,100,5.9523809523809521E-2,78,132,10,220,14.82,30829,"No formal educational credential","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-3092","Food Batchmakers",1630,1800,170,0.10429447852760736,94,144,17,255,14.17,29458,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-3093","Food Cooking Machine Operators and Tenders",300,320,20,6.6666666666666666E-2,17,25,2,44,15.41,32058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-3099","Food Processing Workers, All Other",280,320,40,0.14285714285714285,13,20,4,37,11.77,24483,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",470,540,70,0.14893617021276595,14,36,7,57,19.89,41372,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",150,190,40,0.26666666666666666,5,12,4,21,38.83,80768,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",230,270,40,0.17391304347826086,6,19,4,29,22.38,46571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",120,90,-30,-0.25,3,7,-3,7,19.07,39652,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",940,910,-30,-3.1914893617021274E-2,34,70,-3,101,15.25,31730,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",140,130,-10,-7.1428571428571425E-2,5,9,-1,13,17.760000000000002,36930,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",470,480,10,2.1276595744680851E-2,16,33,1,50,18.05,37523,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",400,390,-10,-2.5000000000000001E-2,12,27,-1,38,15.42,32078,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",110,90,-20,-0.18181818181818182,4,7,-2,9,19.510000000000002,40573,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4041","Machinists",2470,2580,110,4.4534412955465584E-2,88,164,11,263,24.49,50942,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",470,560,90,0.19148936170212766,19,39,9,67,17.03,35425,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",150,150,0,0,6,10,-1,15,22.15,46060,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4111","Tool and Die Makers",180,220,40,0.22222222222222221,8,11,4,23,23.98,49877,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-4121","Welders, Cutters, Solderers, and Brazers",1670,1970,300,0.17964071856287425,48,142,30,220,22.85,47513,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-5112","Printing Press Operators",920,860,-60,-6.5217391304347824E-2,35,58,-5,88,17.71,36837,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-5113","Print Binding and Finishing Workers",390,360,-30,-7.6923076923076927E-2,28,21,-3,46,15.75,32774,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-6011","Laundry and Dry-Cleaning Workers",1530,1440,-90,-5.8823529411764705E-2,100,100,-9,191,13.35,27748,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-6021","Pressers, Textile, Garment, and Related Materials",410,330,-80,-0.1951219512195122,22,24,-8,38,13.18,27421,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-6031","Sewing Machine Operators",730,840,110,0.15068493150684931,45,38,12,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",110,100,-10,-9.0909090909090912E-2,9,4,-1,12,15.51,32252,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-7011","Cabinetmakers and Bench Carpenters",570,860,290,0.50877192982456143,33,40,29,102,17.899999999999999,37237,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",170,220,50,0.29411764705882354,8,14,5,27,10.53,21904,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-8013","Power Plant Operators",280,260,-20,-7.1428571428571425E-2,6,16,-2,20,52.34,108865,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-8021","Stationary Engineers and Boiler Operators",350,390,40,0.11428571428571428,12,26,3,41,40.159999999999997,83542,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",700,600,-100,-0.14285714285714285,18,35,-10,43,47.86,99560,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",1680,2180,500,0.29761904761904762,45,145,50,240,43.74,90963,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-8099","Plant and System Operators, All Other",130,110,-20,-0.15384615384615385,3,9,-2,10,39.58,82324,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9011","Chemical Equipment Operators and Tenders",200,200,0,0,6,16,-1,21,29.24,60819,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",390,430,40,0.10256410256410256,11,32,4,47,20.93,43542,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9022","Grinding and Polishing Workers, Hand",300,300,0,0,11,22,0,33,16.66,34668,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",1070,1060,-10,-9.3457943925233638E-3,38,80,0,118,24.18,50277,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9031","Cutters and Trimmers, Hand",110,160,50,0.45454545454545453,5,11,5,21,14.32,29775,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",340,420,80,0.23529411764705882,14,29,8,51,19.97,41546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",350,370,20,5.7142857142857141E-2,14,29,2,45,18.87,39263,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",4050,3970,-80,-1.9753086419753086E-2,167,307,-8,466,21.19,44074,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9081","Dental Laboratory Technicians",270,340,70,0.25925925925925924,13,21,7,41,19.03,39581,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9111","Packaging and Filling Machine Operators and Tenders",3100,3430,330,0.1064516129032258,154,217,33,404,15.05,31300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",450,570,120,0.26666666666666666,15,38,12,65,19.809999999999999,41198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9122","Painters, Transportation Equipment",330,340,10,3.0303030303030304E-2,10,25,1,36,23.27,48393,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9191","Adhesive Bonding Machine Operators and Tenders",130,160,30,0.23076923076923078,7,9,4,20,19.579999999999998,40727,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",150,160,10,6.6666666666666666E-2,7,13,1,21,26.82,55783,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",140,160,20,0.14285714285714285,6,9,2,17,14.35,29857,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9196","Paper Goods Machine Setters, Operators, and Tenders",570,410,-160,-0.2807017543859649,18,32,-16,34,16.18,33654,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9198","Helpers--Production Workers",2730,3290,560,0.20512820512820512,162,287,56,505,14.53,30236,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"51-9199","Production Workers, All Other",1510,1740,230,0.15231788079470199,64,119,23,206,13.75,28588,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",1450,1630,180,0.12413793103448276,49,106,18,173,0,0,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",1410,1530,120,8.5106382978723402E-2,47,101,12,160,0,0,"High school diploma or equivalent","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-2012","Commercial Pilots",160,170,10,6.25E-2,5,10,1,16,0,86037,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-2021","Air Traffic Controllers",420,310,-110,-0.26190476190476192,12,21,-11,22,0,0,"Associate's degree","None","Long-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3021","Bus Drivers, Transit and Intercity",2080,2180,100,4.807692307692308E-2,167,87,10,264,25.57,53188,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3022","Bus Drivers, School or Special Client",1740,1820,80,4.5977011494252873E-2,139,73,8,220,19.670000000000002,40916,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3031","Driver/Sales Workers",2500,2640,140,5.6000000000000001E-2,109,162,14,285,19.149999999999999,39842,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",8750,9480,730,8.3428571428571435E-2,386,572,73,1031,22.58,46969,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3033","Light Truck or Delivery Services Drivers",9380,10500,1120,0.11940298507462686,422,625,112,1159,18.149999999999999,37755,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3041","Taxi Drivers and Chauffeurs",1190,1480,290,0.24369747899159663,79,54,29,162,14.8,30783,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-3099","Motor Vehicle Operators, All Other",170,180,10,5.8823529411764705E-2,20,10,1,31,27.54,57289,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-4041","Subway and Streetcar Operators",500,470,-30,-0.06,16,29,-3,42,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-5021","Captains, Mates, and Pilots of Water Vessels",230,180,-50,-0.21739130434782608,7,14,-4,17,35.299999999999997,73414,"Postsecondary non-degree award","<5 years","None"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-6021","Parking Lot Attendants",740,740,0,0,44,65,0,109,14.09,29316,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-6031","Automotive and Watercraft Service Attendants",940,1050,110,0.11702127659574468,53,108,12,173,12.34,25669,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-6051","Transportation Inspectors",110,100,-10,-9.0909090909090912E-2,4,6,-1,9,26.37,54861,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-6099","Transportation Workers, All Other",160,140,-20,-0.125,6,10,-2,14,27.71,57640,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7011","Conveyor Operators and Tenders",100,100,0,0,5,8,0,13,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7021","Crane and Tower Operators",190,180,-10,-5.2631578947368418E-2,6,13,-1,18,32.03,66637,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7032","Excavating and Loading Machine and Dragline Operators",120,130,10,8.3333333333333329E-2,4,9,1,14,30.06,62526,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7051","Industrial Truck and Tractor Operators",2870,3340,470,0.16376306620209058,108,232,47,387,18.809999999999999,39119,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7061","Cleaners of Vehicles and Equipment",2850,3170,320,0.11228070175438597,155,261,32,448,13.6,28293,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",18760,21040,2280,0.12153518123667377,986,1701,228,2915,15.63,32497,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7063","Machine Feeders and Offbearers",200,190,-10,-0.05,11,16,-1,26,12.59,26196,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7064","Packers and Packagers, Hand",4500,4720,220,4.8888888888888891E-2,312,376,22,710,12.33,25649,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7081","Refuse and Recyclable Material Collectors",1570,1560,-10,-6.369426751592357E-3,71,114,-1,184,30.26,62929,"No formal educational credential","None","Short-term on-the-job training"]
["Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division",4,"53-7199","Material Moving Workers, All Other",600,670,70,0.11666666666666667,28,46,6,80,14.14,29398,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-1011","Chief Executives",60,50,-10,-0.16666666666666666,2,2,-1,3,71.63,148989,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-1021","General and Operations Managers",240,270,30,0.125,5,15,3,23,45.6,94845,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-1031","Legislators",30,40,10,0.33333333333333331,1,1,1,3,0,39232,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-2022","Sales Managers",30,30,0,0,1,2,-1,2,30.31,63043,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-3011","Administrative Services Managers",50,40,-10,-0.2,1,2,0,3,41.82,86997,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-3021","Computer and Information Systems Managers",10,10,0,0,0,1,0,1,0,0,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-3031","Financial Managers",40,40,0,0,1,2,1,4,48.47,100816,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-3121","Human Resources Managers",80,100,20,0.25,2,5,2,9,47.14,98060,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",110,70,-40,-0.36363636363636365,5,1,-4,2,0,0,"High school diploma or equivalent","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9021","Construction Managers",30,30,0,0,1,1,0,2,47,97754,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9032","Education Administrators, Elementary and Secondary School",40,30,-10,-0.25,1,1,-1,1,0,102255,"Master's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9041","Architectural and Engineering Managers",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9051","Food Service Managers",110,120,10,9.0909090909090912E-2,4,8,1,13,25.91,53898,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9111","Medical and Health Services Managers",40,60,20,0.5,1,2,2,5,63.31,131689,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9131","Postmasters and Mail Superintendents",10,10,0,0,0,0,0,0,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9141","Property, Real Estate, and Community Association Managers",70,80,10,0.14285714285714285,3,2,0,5,33.64,69973,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9151","Social and Community Service Managers",10,20,10,1,0,1,0,1,31.92,66401,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"11-9199","Managers, All Other",80,90,10,0.125,2,4,2,8,43.13,89722,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",10,20,10,1,1,1,0,2,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",10,10,0,0,0,1,0,1,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1041","Compliance Officers",50,60,10,0.2,2,3,1,6,31.51,65533,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1071","Human Resources Specialists",40,50,10,0.25,1,3,1,5,23.36,48581,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1111","Management Analysts",40,50,10,0.25,2,2,1,5,32.76,68146,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1151","Training and Development Specialists",30,40,10,0.33333333333333331,1,2,1,4,23.26,48377,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-1199","Business Operations Specialists, All Other",70,80,10,0.14285714285714285,2,4,1,7,31.41,65350,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-2011","Accountants and Auditors",50,60,10,0.2,2,3,1,6,36.96,76862,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"13-2031","Budget Analysts",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"15-1121","Computer Systems Analysts",30,40,10,0.33333333333333331,1,2,0,3,37.82,78648,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"15-1142","Network and Computer Systems Administrators",20,20,0,0,0,1,0,1,40.51,84243,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"15-1151","Computer User Support Specialists",20,20,0,0,0,1,0,1,27.85,57932,"Some college, no degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"15-1199","Computer Occupations, All Other",20,20,0,0,0,1,0,1,21.88,45513,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"17-1022","Surveyors",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"17-2051","Civil Engineers",50,60,10,0.2,1,3,0,4,55.74,115946,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"17-3022","Civil Engineering Technicians",10,10,0,0,0,1,0,1,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"17-3025","Environmental Engineering Technicians",10,10,0,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"17-3031","Surveying and Mapping Technicians",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-1029","Biological Scientists, All Other",20,30,10,0.5,0,2,0,2,35.24,73296,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-1031","Conservation Scientists",10,10,0,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-1042","Medical Scientists, Except Epidemiologists",10,10,0,0,0,0,0,0,0,0,"Doctoral or professional degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-2041","Environmental Scientists and Specialists, Including Health",30,30,0,0,1,2,0,3,32.03,66615,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-3031","Clinical, Counseling, and School Psychologists",10,10,0,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-3051","Urban and Regional Planners",20,20,0,0,0,1,0,1,36.03,74931,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-3091","Anthropologists and Archeologists",10,10,0,0,0,0,0,0,0,0,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-3099","Social Scientists and Related Workers, All Other",10,10,0,0,0,1,0,1,36.03,74942,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-4091","Environmental Science and Protection Technicians, Including Health",10,20,10,1,1,1,0,2,34.56,71875,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-4093","Forest and Conservation Technicians",230,230,0,0,9,17,0,26,16.04,33368,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",10,10,0,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",10,10,0,0,0,1,0,1,22.84,47493,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1021","Child, Family, and School Social Workers",10,10,0,0,0,1,0,1,22.62,47057,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1022","Healthcare Social Workers",20,20,0,0,1,1,0,2,37.78,78567,"Master's degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1029","Social Workers, All Other",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1092","Probation Officers and Correctional Treatment Specialists",10,10,0,0,0,0,0,0,33.92,70555,"Bachelor's degree","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1093","Social and Human Service Assistants",40,50,10,0.25,2,3,1,6,20.59,42843,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1094","Community Health Workers",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"21-1099","Community and Social Service Specialists, All Other",20,30,10,0.5,1,2,1,4,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"23-1011","Lawyers",30,40,10,0.33333333333333331,1,1,0,2,37.630000000000003,78282,"Doctoral or professional degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"23-1023","Judges, Magistrate Judges, and Magistrates",20,20,0,0,0,0,0,0,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"23-2011","Paralegals and Legal Assistants",20,20,0,0,1,1,0,2,21.79,45330,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-1194","Vocational Education Teachers, Postsecondary",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2011","Preschool Teachers, Except Special Education",20,10,-10,-0.5,0,1,-1,0,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2012","Kindergarten Teachers, Except Special Education",40,30,-10,-0.25,2,2,-1,3,0,67579,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2021","Elementary School Teachers, Except Special Education",200,150,-50,-0.25,6,6,-5,7,0,69468,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",80,60,-20,-0.25,2,3,-2,3,0,73987,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",90,70,-20,-0.22222222222222221,2,3,-2,3,0,72443,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",20,10,-10,-0.5,0,0,0,0,0,58125,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",30,30,0,0,2,1,1,4,0,37918,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-3098","Substitute Teachers",80,70,-10,-0.125,4,3,-1,6,19.63,40832,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-4021","Librarians",10,10,0,0,1,0,0,1,0,0,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-4031","Library Technicians",20,20,0,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-9031","Instructional Coordinators",10,20,10,1,1,1,0,2,0,0,"Master's degree","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"25-9041","Teacher Assistants",180,140,-40,-0.22222222222222221,9,8,-4,13,0,36537,"Some college, no degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"27-1019","Artists and Related Workers, All Other",30,40,10,0.33333333333333331,2,1,0,3,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"27-3043","Writers and Authors",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"27-3091","Interpreters and Translators",30,30,0,0,1,1,0,2,24.35,50662,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"27-4021","Photographers",10,0,-10,-1,0,0,-1,0,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1031","Dietitians and Nutritionists",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1062","Family and General Practitioners",10,10,0,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1065","Pediatricians, General",10,10,0,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1069","Physicians and Surgeons, All Other",30,10,-20,-0.66666666666666663,1,1,-2,0,74.150000000000006,154239,"Doctoral or professional degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1071","Physician Assistants",10,20,10,1,0,0,1,1,0,0,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1123","Physical Therapists",20,30,10,0.5,0,0,1,1,0,0,"Doctoral or professional degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1126","Respiratory Therapists",10,20,10,1,0,0,1,1,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1127","Speech-Language Pathologists",10,10,0,0,0,0,0,0,0,0,"Master's degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1141","Registered Nurses",200,320,120,0.6,7,6,12,25,45.72,95099,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-1171","Nurse Practitioners",10,20,10,1,0,0,1,1,57.72,120049,"Master's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2011","Medical and Clinical Laboratory Technologists",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2012","Medical and Clinical Laboratory Technicians",10,20,10,1,0,0,0,0,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2021","Dental Hygienists",20,30,10,0.5,1,0,0,1,43.87,91250,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2034","Radiologic Technologists",20,40,20,1,1,1,1,3,43.96,91443,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2052","Pharmacy Technicians",10,10,0,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2055","Surgical Technologists",10,10,0,0,0,0,0,0,0,0,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",40,50,10,0.25,2,2,2,6,23.04,47920,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2071","Medical Records and Health Information Technicians",10,20,10,1,0,0,1,1,19.3,40152,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-2091","Orthotists and Prosthetists",10,10,0,0,0,0,0,0,0,0,"Master's degree","None","Internship/residency"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-9011","Occupational Health and Safety Specialists",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",10,10,0,0,0,0,0,0,0,0,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-2021","Physical Therapist Assistants",10,10,0,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-2022","Physical Therapist Aides",10,20,10,1,1,1,1,3,19.93,41474,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-9091","Dental Assistants",20,30,10,0.5,1,2,1,4,19.32,40188,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-9092","Medical Assistants",30,50,20,0.66666666666666663,2,2,1,5,16.05,33379,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-9093","Medical Equipment Preparers",10,20,10,1,1,1,0,2,20.99,43665,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",10,10,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"31-9097","Phlebotomists",10,10,0,0,0,1,0,1,0,0,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",10,10,0,0,0,0,0,0,0,0,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",10,20,10,1,1,1,0,2,29.77,61923,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-2011","Firefighters",110,140,30,0.27272727272727271,3,5,3,11,21.87,45485,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-3012","Correctional Officers and Jailers",30,30,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-3031","Fish and Game Wardens",10,10,0,0,0,0,0,0,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-3051","Police and Sheriff's Patrol Officers",120,130,10,8.3333333333333329E-2,3,5,1,9,47.84,99508,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9021","Private Detectives and Investigators",10,10,0,0,1,0,0,1,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9031","Gaming Surveillance Officers and Gaming Investigators",20,20,0,0,1,2,0,3,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9032","Security Guards",70,70,0,0,4,5,0,9,14.62,30406,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9091","Crossing Guards",10,10,0,0,2,0,0,2,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",20,20,0,0,3,2,0,5,13.91,28935,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"33-9099","Protective Service Workers, All Other",50,60,10,0.2,8,6,1,15,24.36,50670,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-1011","Chefs and Head Cooks",20,30,10,0.5,1,2,0,3,27.04,56255,"High school diploma or equivalent","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",170,190,20,0.11764705882352941,8,17,2,27,18.28,38018,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-2011","Cooks, Fast Food",130,130,0,0,8,10,0,18,11.17,23247,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-2012","Cooks, Institution and Cafeteria",60,70,10,0.16666666666666666,4,5,1,10,17.66,36742,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-2014","Cooks, Restaurant",340,380,40,0.11764705882352941,21,29,5,55,15.06,31321,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-2021","Food Preparation Workers",410,420,10,2.4390243902439025E-2,33,36,1,70,13.28,27618,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-3011","Bartenders",150,160,10,6.6666666666666666E-2,7,18,1,26,12.87,26765,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",720,890,170,0.2361111111111111,71,74,17,162,11.29,23504,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-3031","Waiters and Waitresses",570,630,60,0.10526315789473684,45,68,6,119,12.03,25026,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",100,110,10,0.1,9,8,1,18,12.38,25757,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"35-9021","Dishwashers",190,200,10,5.2631578947368418E-2,14,16,2,32,11.76,24460,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",70,80,10,0.14285714285714285,4,4,1,9,24.64,51235,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",20,30,10,0.5,1,1,1,3,0,0,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",210,210,0,0,14,13,1,28,16.440000000000001,34181,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-2012","Maids and Housekeeping Cleaners",940,1100,160,0.1702127659574468,76,57,16,149,11.77,24481,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-3011","Landscaping and Groundskeeping Workers",160,190,30,0.1875,8,13,3,24,14.78,30735,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-1021","First-Line Supervisors of Personal Service Workers",100,120,20,0.2,5,5,2,12,20.88,43438,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-3091","Amusement and Recreation Attendants",60,60,0,0,6,7,1,14,12.52,26045,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",10,10,0,0,1,0,0,1,0,0,"Postsecondary non-degree award","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-7011","Tour Guides and Escorts",70,80,10,0.14285714285714285,7,6,1,14,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-9021","Personal Care Aides",220,280,60,0.27272727272727271,20,15,5,40,11.78,24502,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"39-9032","Recreation Workers",130,150,20,0.15384615384615385,9,14,3,26,13.31,27690,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-1011","First-Line Supervisors of Retail Sales Workers",120,120,0,0,4,8,0,12,20.41,42468,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-2011","Cashiers",460,430,-30,-6.5217391304347824E-2,42,41,-3,80,12.16,25289,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-2021","Counter and Rental Clerks",160,180,20,0.125,9,12,2,23,13.56,28202,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-2031","Retail Salespersons",490,530,40,8.1632653061224483E-2,32,40,4,76,12.7,26404,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-3099","Sales Representatives, Services, All Other",30,40,10,0.33333333333333331,1,3,1,5,24.64,51239,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",40,50,10,0.25,2,3,2,7,22.89,47613,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-9021","Real Estate Brokers",20,20,0,0,1,1,0,2,0,0,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"41-9022","Real Estate Sales Agents",50,50,0,0,2,2,1,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",190,210,20,0.10526315789473684,8,12,2,22,28.28,58826,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-2011","Switchboard Operators, Including Answering Service",10,10,0,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-3011","Bill and Account Collectors",10,20,10,1,0,1,0,1,19.170000000000002,39889,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-3021","Billing and Posting Clerks",30,40,10,0.33333333333333331,2,2,1,5,18.59,38651,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",360,370,10,2.7777777777777776E-2,23,18,2,43,22.14,46051,"Some college, no degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-3051","Payroll and Timekeeping Clerks",20,20,0,0,1,1,0,2,26.23,54578,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-3071","Tellers",50,40,-10,-0.2,2,3,-1,4,14.66,30483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4051","Customer Service Representatives",80,80,0,0,4,6,1,11,16.32,33942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4071","File Clerks",20,10,-10,-0.5,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",340,410,70,0.20588235294117646,21,37,7,65,12.88,26798,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4111","Interviewers, Except Eligibility and Loan",20,30,10,0.5,1,2,1,4,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",10,10,0,0,0,1,0,1,0,0,"Associate's degree","None","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4171","Receptionists and Information Clerks",90,100,10,0.1111111111111111,6,6,1,13,14.23,29592,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-4199","Information and Record Clerks, All Other",20,20,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5031","Police, Fire, and Ambulance Dispatchers",20,30,10,0.5,1,1,0,2,28.51,59286,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",20,20,0,0,0,1,0,1,21.27,44240,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5041","Meter Readers, Utilities",10,10,0,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5051","Postal Service Clerks",20,30,10,0.5,1,1,0,2,21.23,44148,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5052","Postal Service Mail Carriers",10,20,10,1,0,0,0,0,29.36,61047,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5071","Shipping, Receiving, and Traffic Clerks",20,20,0,0,1,1,0,2,17.329999999999998,36041,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5081","Stock Clerks and Order Fillers",250,260,10,0.04,14,18,2,34,11.58,24075,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",50,50,0,0,3,3,-1,5,31.78,66093,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-6012","Legal Secretaries",20,20,0,0,1,1,0,2,18.559999999999999,38600,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-6013","Medical Secretaries",100,140,40,0.4,6,6,4,16,18.53,38528,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",230,230,0,0,12,12,-1,23,18.78,39060,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-9061","Office Clerks, General",200,190,-10,-0.05,11,11,0,22,18.55,38589,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"43-9199","Office and Administrative Support Workers, All Other",10,20,10,1,1,1,0,2,11.48,23901,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"45-2011","Agricultural Inspectors",10,10,0,0,0,1,0,1,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"45-4011","Forest and Conservation Workers",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",60,60,0,0,2,4,0,6,31.36,65224,"High school diploma or equivalent","≥5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2031","Carpenters",150,170,20,0.13333333333333333,5,9,2,16,27.73,57672,"High school diploma or equivalent","None","Apprenticeship"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2051","Cement Masons and Concrete Finishers",40,40,0,0,2,3,1,6,28.43,59138,"No formal educational credential","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2061","Construction Laborers",110,150,40,0.36363636363636365,4,8,3,15,21.73,45203,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",170,160,-10,-5.8823529411764705E-2,6,12,0,18,24.78,51544,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2111","Electricians",80,100,20,0.25,3,7,1,11,28.12,58506,"High school diploma or equivalent","None","Apprenticeship"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2151","Pipelayers",10,10,0,0,0,0,0,0,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",40,60,20,0.5,2,3,1,6,23.59,49081,"High school diploma or equivalent","None","Apprenticeship"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"47-4051","Highway Maintenance Workers",10,10,0,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",40,60,20,0.5,2,2,1,5,29.05,60444,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-3023","Automotive Service Technicians and Mechanics",90,90,0,0,3,5,0,8,21.44,44582,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",20,20,0,0,0,1,0,1,22.75,47303,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",20,20,0,0,1,1,0,2,26.46,55052,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",10,20,10,1,0,1,0,1,16.850000000000001,35046,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"49-9071","Maintenance and Repair Workers, General",500,560,60,0.12,22,29,7,58,18.82,39149,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"51-1011","First-Line Supervisors of Production and Operating Workers",40,50,10,0.25,1,3,0,4,26.14,54381,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"51-3011","Bakers",60,60,0,0,4,5,0,9,16.61,34555,"No formal educational credential","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"51-3021","Butchers and Meat Cutters",20,30,10,0.5,1,2,1,4,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",30,40,10,0.33333333333333331,1,2,0,3,27.68,57575,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",10,10,0,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","None"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-3022","Bus Drivers, School or Special Client",30,30,0,0,2,1,-1,2,23.72,49325,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-3031","Driver/Sales Workers",180,170,-10,-5.5555555555555552E-2,7,11,-1,17,16.850000000000001,35039,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",30,60,30,1,2,3,3,8,19.62,40803,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-3033","Light Truck or Delivery Services Drivers",60,90,30,0.5,3,5,3,11,18.46,38385,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-3099","Motor Vehicle Operators, All Other",10,10,0,0,1,0,0,1,29.71,61803,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-7051","Industrial Truck and Tractor Operators",10,10,0,0,0,0,0,0,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Alpine, Inyo, and Mono","Central","Eastern Sierra Region",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",70,90,20,0.2857142857142857,4,7,2,13,13.9,28913,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-1011","Chief Executives",60,60,0,0,2,2,0,4,70.53,146703,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-1021","General and Operations Managers",770,880,110,0.14285714285714285,17,49,11,77,36.56,76036,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-1031","Legislators",20,20,0,0,0,1,0,1,0,0,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-2021","Marketing Managers",20,20,0,0,0,1,0,1,52.99,110216,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-2022","Sales Managers",70,80,10,0.14285714285714285,2,5,1,8,27.75,57716,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3011","Administrative Services Managers",80,90,10,0.125,3,4,1,8,43.52,90518,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3021","Computer and Information Systems Managers",30,30,0,0,0,1,0,1,69.88,145355,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3031","Financial Managers",130,150,20,0.15384615384615385,3,7,2,12,40.04,83292,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3051","Industrial Production Managers",40,40,0,0,1,2,0,3,45.08,93764,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3071","Transportation, Storage, and Distribution Managers",20,20,0,0,0,1,0,1,38.36,79802,"High school diploma or equivalent","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-3121","Human Resources Managers",30,40,10,0.33333333333333331,1,2,1,4,42.91,89252,"Bachelor's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",240,260,20,8.3333333333333329E-2,15,4,2,21,0,0,"High school diploma or equivalent","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",30,30,0,0,1,1,0,2,20.6,42845,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9032","Education Administrators, Elementary and Secondary School",120,130,10,8.3333333333333329E-2,4,6,1,11,0,104735,"Master's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9051","Food Service Managers",150,170,20,0.13333333333333333,5,12,2,19,33.03,68697,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9061","Funeral Service Managers",20,20,0,0,0,1,0,1,0,0,"Associate's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9071","Gaming Managers",20,30,10,0.5,1,2,0,3,46.89,97519,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9081","Lodging Managers",80,90,10,0.125,3,6,2,11,17.63,36660,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9111","Medical and Health Services Managers",100,120,20,0.2,3,5,2,10,58.44,121565,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9131","Postmasters and Mail Superintendents",30,30,0,0,1,1,0,2,36.81,76566,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9141","Property, Real Estate, and Community Association Managers",100,110,10,0.1,4,3,1,8,23.53,48938,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9151","Social and Community Service Managers",90,110,20,0.22222222222222221,3,5,2,10,30,62400,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"11-9199","Managers, All Other",150,170,20,0.13333333333333333,4,7,2,13,52.42,109032,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",60,70,10,0.16666666666666666,3,5,0,8,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",40,40,0,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1041","Compliance Officers",140,160,20,0.14285714285714285,4,8,2,14,24.33,50612,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1051","Cost Estimators",60,70,10,0.16666666666666666,2,4,1,7,25.25,52521,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1071","Human Resources Specialists",80,90,10,0.125,2,6,1,9,30.47,63360,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1111","Management Analysts",130,150,20,0.15384615384615385,4,7,2,13,33.03,68687,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1121","Meeting, Convention, and Event Planners",70,80,10,0.14285714285714285,3,5,1,9,22.01,45785,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1151","Training and Development Specialists",30,40,10,0.33333333333333331,1,2,0,3,23.47,48826,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1161","Market Research Analysts and Marketing Specialists",120,150,30,0.25,4,9,4,17,25.76,53592,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-1199","Business Operations Specialists, All Other",180,190,10,5.5555555555555552E-2,6,11,2,19,27.25,56675,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-2011","Accountants and Auditors",200,240,40,0.2,6,13,3,22,31.38,65288,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-2021","Appraisers and Assessors of Real Estate",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"13-2031","Budget Analysts",40,50,10,0.25,1,2,0,3,26.47,55062,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"15-1121","Computer Systems Analysts",50,50,0,0,1,2,0,3,41.47,86264,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"15-1131","Computer Programmers",20,20,0,0,0,1,0,1,37.08,77125,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"15-1142","Network and Computer Systems Administrators",40,40,0,0,0,2,0,2,42.37,88132,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"15-1151","Computer User Support Specialists",80,90,10,0.125,2,4,1,7,24.9,51789,"Some college, no degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"15-1199","Computer Occupations, All Other",30,40,10,0.33333333333333331,1,2,0,3,34.630000000000003,72027,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"17-2051","Civil Engineers",40,50,10,0.25,1,2,0,3,44.63,92824,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"17-2071","Electrical Engineers",20,20,0,0,0,1,0,1,47.43,98653,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"17-3011","Architectural and Civil Drafters",30,40,10,0.33333333333333331,1,2,0,3,30.13,62675,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"17-3022","Civil Engineering Technicians",20,20,0,0,1,1,0,2,36.200000000000003,75297,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"17-3023","Electrical and Electronics Engineering Technicians",30,30,0,0,1,2,0,3,28.07,58379,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-1029","Biological Scientists, All Other",30,30,0,0,1,2,0,3,31.35,65203,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-1031","Conservation Scientists",20,20,0,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-1032","Foresters",20,20,0,0,0,1,0,1,30.77,64005,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-2041","Environmental Scientists and Specialists, Including Health",50,50,0,0,1,4,1,6,0,0,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-3031","Clinical, Counseling, and School Psychologists",140,160,20,0.14285714285714285,4,6,2,12,54.11,112554,"Doctoral or professional degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-3051","Urban and Regional Planners",20,20,0,0,0,1,0,1,34.01,70737,"Master's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-4021","Biological Technicians",70,70,0,0,2,4,0,6,17.87,37176,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-4091","Environmental Science and Protection Technicians, Including Health",20,30,10,0.5,1,2,0,3,0,0,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-4093","Forest and Conservation Technicians",270,260,-10,-3.7037037037037035E-2,11,20,0,31,16.559999999999999,34455,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",30,30,0,0,1,2,0,3,17.88,37186,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",50,70,20,0.4,2,4,1,7,0,0,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",60,70,10,0.16666666666666666,2,4,1,7,31.74,66026,"Master's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1021","Child, Family, and School Social Workers",80,90,10,0.125,3,6,1,10,24.43,50824,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1023","Mental Health and Substance Abuse Social Workers",90,100,10,0.1111111111111111,3,6,2,11,39.42,81999,"Master's degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1029","Social Workers, All Other",30,30,0,0,1,2,0,3,22.73,47260,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1092","Probation Officers and Correctional Treatment Specialists",120,130,10,8.3333333333333329E-2,4,6,1,11,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1093","Social and Human Service Assistants",200,220,20,0.1,9,15,2,26,17.61,36618,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1094","Community Health Workers",20,30,10,0.5,1,2,0,3,17.02,35409,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-1099","Community and Social Service Specialists, All Other",40,50,10,0.25,2,3,0,5,20.94,43543,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"21-2011","Clergy",30,30,0,0,1,2,0,3,23.51,48895,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"23-1011","Lawyers",40,40,0,0,1,1,0,2,54.42,113184,"Doctoral or professional degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"23-2011","Paralegals and Legal Assistants",70,90,20,0.2857142857142857,3,5,1,9,20.69,43036,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2011","Preschool Teachers, Except Special Education",100,100,0,0,4,5,1,10,11.56,24046,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2012","Kindergarten Teachers, Except Special Education",40,50,10,0.25,2,2,0,4,0,55384,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2021","Elementary School Teachers, Except Special Education",320,340,20,6.25E-2,11,12,2,25,0,71682,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",470,510,40,8.5106382978723402E-2,16,18,4,38,0,55861,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",490,530,40,8.1632653061224483E-2,16,19,4,39,0,65650,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2032","Career/Technical Education Teachers, Secondary School",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",60,70,10,0.16666666666666666,2,2,0,4,0,70270,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2053","Special Education Teachers, Middle School",50,50,0,0,2,2,0,4,0,63731,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-2054","Special Education Teachers, Secondary School",100,120,20,0.2,4,4,1,9,0,52520,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",50,50,0,0,3,2,0,5,0,0,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-3021","Self-Enrichment Education Teachers",160,180,20,0.125,10,8,2,20,11.44,23792,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",30,40,10,0.33333333333333331,2,2,0,4,0,32586,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-3098","Substitute Teachers",180,200,20,0.1111111111111111,12,9,2,23,16.920000000000002,35186,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-4021","Librarians",20,30,10,0.5,1,1,0,2,33.729999999999997,70169,"Master's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-4031","Library Technicians",60,70,10,0.16666666666666666,5,3,0,8,18.97,39451,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-9031","Instructional Coordinators",50,60,10,0.2,3,2,0,5,43.7,90884,"Master's degree","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"25-9041","Teacher Assistants",630,680,50,7.9365079365079361E-2,36,30,5,71,0,31317,"Some college, no degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-1019","Artists and Related Workers, All Other",30,30,0,0,1,1,0,2,17.64,36679,"No formal educational credential","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-1024","Graphic Designers",40,40,0,0,2,2,0,4,22.25,46275,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-2012","Producers and Directors",30,30,0,0,1,2,0,3,34.29,71337,"Bachelor's degree","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-3031","Public Relations Specialists",30,30,0,0,1,2,0,3,34.9,72586,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-3043","Writers and Authors",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"27-4021","Photographers",20,10,-10,-0.5,1,1,-1,1,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1021","Dentists, General",70,80,10,0.14285714285714285,1,1,2,4,94.07,195671,"Doctoral or professional degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1031","Dietitians and Nutritionists",20,20,0,0,1,1,0,2,25.96,53992,"Bachelor's degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1051","Pharmacists",100,90,-10,-0.1,2,2,0,4,66.02,137312,"Doctoral or professional degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1062","Family and General Practitioners",30,40,10,0.33333333333333331,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1066","Psychiatrists",20,20,0,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1071","Physician Assistants",30,40,10,0.33333333333333331,0,1,1,2,54.28,112890,"Master's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1123","Physical Therapists",110,140,30,0.27272727272727271,2,3,3,8,48.98,101882,"Doctoral or professional degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1125","Recreational Therapists",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1126","Respiratory Therapists",50,70,20,0.4,1,1,2,4,0,0,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1127","Speech-Language Pathologists",30,30,0,0,1,1,1,3,45.32,94266,"Master's degree","None","Internship/residency"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1131","Veterinarians",30,30,0,0,0,0,0,0,46.2,96104,"Doctoral or professional degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1141","Registered Nurses",820,1030,210,0.25609756097560976,26,20,20,66,50.95,105974,"Bachelor's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-1171","Nurse Practitioners",30,40,10,0.33333333333333331,1,1,1,3,62.15,129259,"Master's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2034","Radiologic Technologists",70,80,10,0.14285714285714285,2,2,2,6,39.74,82659,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2041","Emergency Medical Technicians and Paramedics",20,20,0,0,0,1,0,1,16.61,34546,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2052","Pharmacy Technicians",130,140,10,7.6923076923076927E-2,4,6,1,11,20.32,42264,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2053","Psychiatric Technicians",50,60,10,0.2,2,2,1,5,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2055","Surgical Technologists",20,30,10,0.5,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",200,220,20,0.1,7,7,2,16,27.29,56754,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2071","Medical Records and Health Information Technicians",90,110,20,0.22222222222222221,3,3,2,8,23.54,48966,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2081","Opticians, Dispensing",40,40,0,0,1,1,1,3,20.49,42619,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"29-2099","Health Technologists and Technicians, All Other",70,100,30,0.42857142857142855,2,3,2,7,0,0,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-1011","Home Health Aides",60,90,30,0.5,4,4,4,12,13.89,28894,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-1014","Nursing Assistants",370,440,70,0.1891891891891892,25,21,7,53,15.27,31774,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9091","Dental Assistants",170,210,40,0.23529411764705882,10,11,4,25,20.350000000000001,42328,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9092","Medical Assistants",260,350,90,0.34615384615384615,13,18,9,40,17.27,35919,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9093","Medical Equipment Preparers",20,30,10,0.5,2,2,1,5,19.22,39993,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9095","Pharmacy Aides",50,50,0,0,3,3,-1,5,13.71,28513,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9097","Phlebotomists",20,20,0,0,1,1,1,3,17.940000000000001,37318,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"31-9099","Healthcare Support Workers, All Other",30,40,10,0.33333333333333331,2,2,0,4,20.11,41834,"High school diploma or equivalent","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-1011","First-Line Supervisors of Correctional Officers",190,180,-10,-5.2631578947368418E-2,6,6,0,12,0,0,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-1012","First-Line Supervisors of Police and Detectives",40,40,0,0,1,1,0,2,66.73,138791,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",50,50,0,0,2,2,0,4,37.909999999999997,78864,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",50,50,0,0,2,2,0,4,30.35,63126,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-2011","Firefighters",490,550,60,0.12244897959183673,12,22,6,40,24.18,50289,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-3012","Correctional Officers and Jailers",1090,1060,-30,-2.7522935779816515E-2,38,48,-3,83,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-3021","Detectives and Criminal Investigators",20,30,10,0.5,1,1,0,2,44.61,92791,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-3051","Police and Sheriff's Patrol Officers",310,340,30,9.6774193548387094E-2,8,13,3,24,41.72,86784,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-9011","Animal Control Workers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-9032","Security Guards",290,310,20,6.8965517241379309E-2,18,21,2,41,14.47,30097,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"33-9099","Protective Service Workers, All Other",160,160,0,0,23,17,0,40,20.04,41680,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-1011","Chefs and Head Cooks",70,80,10,0.14285714285714285,2,7,1,10,18.82,39149,"High school diploma or equivalent","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",310,350,40,0.12903225806451613,15,31,5,51,15.29,31784,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-2011","Cooks, Fast Food",260,250,-10,-3.8461538461538464E-2,15,20,0,35,11.53,23987,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-2012","Cooks, Institution and Cafeteria",120,140,20,0.16666666666666666,8,10,1,19,18.22,37894,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-2014","Cooks, Restaurant",580,680,100,0.17241379310344829,37,50,10,97,13.92,28956,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-2021","Food Preparation Workers",360,410,50,0.1388888888888889,31,33,5,69,11.39,23668,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-3011","Bartenders",270,300,30,0.1111111111111111,14,33,3,50,12.7,26435,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",1060,1280,220,0.20754716981132076,103,108,22,233,11.45,23823,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",160,180,20,0.125,20,16,2,38,11.47,23843,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-3031","Waiters and Waitresses",850,960,110,0.12941176470588237,67,103,12,182,13.08,27227,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",260,300,40,0.15384615384615385,25,22,4,51,11.3,23524,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-9021","Dishwashers",360,400,40,0.1111111111111111,28,30,4,62,11.56,24039,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",110,120,10,9.0909090909090912E-2,13,12,1,26,11.45,23812,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",110,130,20,0.18181818181818182,6,7,2,15,20.23,42091,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",90,100,10,0.1111111111111111,3,6,1,10,25.18,52377,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",720,800,80,0.1111111111111111,50,48,8,106,14.78,30745,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-2012","Maids and Housekeeping Cleaners",840,1020,180,0.21428571428571427,69,52,18,139,11.75,24419,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-2021","Pest Control Workers",110,120,10,9.0909090909090912E-2,4,11,1,16,18.78,39067,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"37-3011","Landscaping and Groundskeeping Workers",580,670,90,0.15517241379310345,29,44,8,81,17.03,35436,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-1021","First-Line Supervisors of Personal Service Workers",110,130,20,0.18181818181818182,6,5,2,13,19.32,40178,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-2021","Nonfarm Animal Caretakers",100,130,30,0.3,8,9,2,19,11.57,24080,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-3091","Amusement and Recreation Attendants",150,170,20,0.13333333333333333,17,19,2,38,11.9,24748,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-9011","Childcare Workers",320,360,40,0.125,28,21,4,53,13.85,28791,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-9021","Personal Care Aides",1420,1890,470,0.33098591549295775,132,100,47,279,11.81,24553,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-9031","Fitness Trainers and Aerobics Instructors",100,110,10,0.1,7,11,1,19,15.11,31434,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"39-9032","Recreation Workers",300,330,30,0.1,20,31,3,54,15.53,32309,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-1011","First-Line Supervisors of Retail Sales Workers",590,650,60,0.10169491525423729,23,42,6,71,19.13,39793,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",30,30,0,0,1,2,0,3,28.26,58790,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-2011","Cashiers",1650,1690,40,2.4242424242424242E-2,157,153,4,314,11.65,24245,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-2021","Counter and Rental Clerks",170,190,20,0.11764705882352941,9,13,2,24,13.26,27582,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-2022","Parts Salespersons",80,100,20,0.25,4,7,1,12,14.83,30857,"No formal educational credential","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-2031","Retail Salespersons",950,1060,110,0.11578947368421053,64,80,11,155,12.34,25692,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-3011","Advertising Sales Agents",30,20,-10,-0.33333333333333331,1,2,-1,2,12.22,25423,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-3021","Insurance Sales Agents",70,80,10,0.14285714285714285,3,4,1,8,25.98,54038,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",40,40,0,0,1,2,0,3,22.19,46146,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-3099","Sales Representatives, Services, All Other",140,170,30,0.21428571428571427,5,13,2,20,20.5,42623,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",150,170,20,0.13333333333333333,5,11,2,18,24.15,50237,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-9011","Demonstrators and Product Promoters",200,230,30,0.15,21,14,3,38,12.28,25547,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-9021","Real Estate Brokers",20,30,10,0.5,1,1,0,2,0,0,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"41-9022","Real Estate Sales Agents",190,200,10,5.2631578947368418E-2,10,8,1,19,15.29,31807,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",400,440,40,0.1,16,24,4,44,24.31,50565,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3011","Bill and Account Collectors",20,30,10,0.5,1,2,0,3,18.41,38303,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3021","Billing and Posting Clerks",70,80,10,0.14285714285714285,3,4,1,8,21.54,44792,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",670,690,20,2.9850746268656716E-2,42,33,2,77,18.28,38037,"Some college, no degree","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3051","Payroll and Timekeeping Clerks",70,70,0,0,3,4,0,7,24.71,51384,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3061","Procurement Clerks",50,40,-10,-0.2,2,3,0,5,21.5,44700,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-3071","Tellers",160,130,-30,-0.1875,8,9,-3,14,13.21,27483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4031","Court, Municipal, and License Clerks",70,70,0,0,3,3,1,7,22.04,45847,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4051","Customer Service Representatives",350,390,40,0.11428571428571428,19,28,4,51,14.56,30278,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4061","Eligibility Interviewers, Government Programs",70,80,10,0.14285714285714285,3,3,1,7,18.899999999999999,39306,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4071","File Clerks",20,20,0,0,1,1,0,2,14.95,31097,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",310,380,70,0.22580645161290322,19,34,7,60,12.85,26726,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4121","Library Assistants, Clerical",80,90,10,0.125,6,5,1,12,16.75,34833,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4131","Loan Interviewers and Clerks",30,30,0,0,1,2,0,3,23.15,48160,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",40,40,0,0,2,3,0,5,19.829999999999998,41230,"Associate's degree","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4171","Receptionists and Information Clerks",310,340,30,9.6774193548387094E-2,20,22,3,45,14.71,30595,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-4199","Information and Record Clerks, All Other",150,160,10,6.6666666666666666E-2,7,10,0,17,16.170000000000002,33635,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5031","Police, Fire, and Ambulance Dispatchers",50,60,10,0.2,2,3,0,5,27.36,56912,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",70,80,10,0.14285714285714285,3,4,0,7,24.91,51824,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5051","Postal Service Clerks",100,110,10,0.1,5,3,1,9,21.72,45171,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5052","Postal Service Mail Carriers",90,100,10,0.1111111111111111,4,3,1,8,20.2,41998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5061","Production, Planning, and Expediting Clerks",40,50,10,0.25,2,3,1,6,24.26,50453,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5071","Shipping, Receiving, and Traffic Clerks",180,180,0,0,7,11,1,19,14.7,30575,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-5081","Stock Clerks and Order Fillers",620,670,50,8.0645161290322578E-2,35,46,5,86,12.19,25354,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",170,150,-20,-0.11764705882352941,9,8,-3,14,25.8,53667,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-6012","Legal Secretaries",70,50,-20,-0.2857142857142857,3,3,-1,5,18.23,37924,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-6013","Medical Secretaries",310,410,100,0.32258064516129031,20,19,10,49,19.86,41312,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",660,640,-20,-3.0303030303030304E-2,35,34,-2,67,17.47,36348,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-9021","Data Entry Keyers",20,20,0,0,1,1,0,2,15.89,33031,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-9061","Office Clerks, General",930,960,30,3.2258064516129031E-2,56,54,4,114,17.059999999999999,35498,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"43-9199","Office and Administrative Support Workers, All Other",40,50,10,0.25,2,3,0,5,16.71,34741,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",20,20,0,0,1,2,0,3,26.16,54415,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",220,250,30,0.13636363636363635,9,27,3,39,12.75,26536,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",90,90,0,0,3,10,0,13,20.47,42567,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"45-2099","Agricultural Workers, All Other",20,20,0,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"45-4022","Logging Equipment Operators",130,110,-20,-0.15384615384615385,4,11,-2,13,21.29,44277,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",150,180,30,0.2,5,10,3,18,34.44,71647,"High school diploma or equivalent","≥5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2031","Carpenters",450,520,70,0.15555555555555556,17,27,6,50,26.47,55076,"High school diploma or equivalent","None","Apprenticeship"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2061","Construction Laborers",390,450,60,0.15384615384615385,15,28,6,49,21.71,45162,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",220,260,40,0.18181818181818182,9,17,4,30,25.32,52674,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2111","Electricians",180,230,50,0.27777777777777779,7,15,5,27,31.23,64949,"High school diploma or equivalent","None","Apprenticeship"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2121","Glaziers",80,90,10,0.125,3,6,2,11,16.93,35198,"High school diploma or equivalent","None","Apprenticeship"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2141","Painters, Construction and Maintenance",90,110,20,0.22222222222222221,3,5,2,10,27.42,57041,"No formal educational credential","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",180,230,50,0.27777777777777779,7,14,6,27,31.17,64827,"High school diploma or equivalent","None","Apprenticeship"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-4011","Construction and Building Inspectors",20,20,0,0,1,1,0,2,41.46,86233,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-4051","Highway Maintenance Workers",130,140,10,7.6923076923076927E-2,6,8,1,15,25.24,52501,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",30,30,0,0,2,2,0,4,18.010000000000002,37447,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",130,140,10,7.6923076923076927E-2,4,7,2,13,33.47,69614,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",90,90,0,0,3,6,0,9,29.34,61033,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",20,20,0,0,0,1,0,1,25.7,53468,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3011","Aircraft Mechanics and Service Technicians",20,30,10,0.5,1,1,1,3,35.04,72874,"Postsecondary non-degree award","None","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3021","Automotive Body and Related Repairers",80,100,20,0.25,3,5,2,10,20.22,42063,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3023","Automotive Service Technicians and Mechanics",190,220,30,0.15789473684210525,6,12,3,21,19.39,40337,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",50,70,20,0.4,2,3,2,7,26.04,54148,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",70,80,10,0.14285714285714285,2,5,1,8,27.33,56839,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-3053","Outdoor Power Equipment and Other Small Engine Mechanics",20,20,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-9041","Industrial Machinery Mechanics",60,70,10,0.16666666666666666,2,3,1,6,24.25,50431,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-9071","Maintenance and Repair Workers, General",650,730,80,0.12307692307692308,28,38,8,74,19.489999999999998,40530,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",50,60,10,0.2,2,4,1,7,13.53,28140,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",100,120,20,0.2,4,6,2,12,18.5,38489,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-1011","First-Line Supervisors of Production and Operating Workers",190,210,20,0.10526315789473684,6,13,1,20,31.43,65374,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-2022","Electrical and Electronic Equipment Assemblers",70,70,0,0,3,4,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-2099","Assemblers and Fabricators, All Other",80,70,-10,-0.125,3,5,-1,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-3011","Bakers",40,50,10,0.25,3,4,1,8,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-3021","Butchers and Meat Cutters",90,100,10,0.1111111111111111,4,7,1,12,14.2,29529,"No formal educational credential","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-4041","Machinists",70,70,0,0,2,4,0,6,18.8,39110,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-4121","Welders, Cutters, Solderers, and Brazers",20,30,10,0.5,1,2,0,3,18.510000000000002,38496,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-5112","Printing Press Operators",20,20,0,0,1,1,0,2,14.72,30614,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-6091","Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",60,60,0,0,3,4,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-8013","Power Plant Operators",80,90,10,0.125,2,5,1,8,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-8021","Stationary Engineers and Boiler Operators",30,30,0,0,1,2,0,3,35.67,74187,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",210,220,10,4.7619047619047616E-2,6,11,1,18,27.78,57790,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-8099","Plant and System Operators, All Other",30,30,0,0,1,2,0,3,29.25,60840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",100,110,10,0.1,3,8,1,12,17.87,37185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",40,40,0,0,2,3,0,5,18.690000000000001,38885,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"51-9198","Helpers--Production Workers",90,90,0,0,5,9,0,14,13.7,28485,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",30,40,10,0.33333333333333331,1,2,0,3,0,0,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",20,30,10,0.5,1,2,1,4,0,0,"High school diploma or equivalent","<5 years","None"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-2012","Commercial Pilots",30,50,20,0.66666666666666663,1,2,2,5,0,75965,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-3022","Bus Drivers, School or Special Client",170,180,10,5.8823529411764705E-2,14,7,1,22,22.23,46246,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",370,390,20,5.4054054054054057E-2,16,24,1,41,20.09,41794,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-3033","Light Truck or Delivery Services Drivers",170,170,0,0,7,11,1,19,13.11,27271,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-3041","Taxi Drivers and Chauffeurs",70,80,10,0.14285714285714285,4,3,2,9,15.21,31630,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-6031","Automotive and Watercraft Service Attendants",50,60,10,0.2,3,6,1,10,11.68,24296,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-7051","Industrial Truck and Tractor Operators",90,90,0,0,3,7,0,10,18.89,39294,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",340,370,30,8.8235294117647065E-2,18,30,3,51,17.149999999999999,35669,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-7064","Packers and Packagers, Hand",260,230,-30,-0.11538461538461539,17,20,-3,34,10.84,22540,"No formal educational credential","None","Short-term on-the-job training"]
["Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region",4,"53-7081","Refuse and Recyclable Material Collectors",30,40,10,0.33333333333333331,1,2,1,4,23.89,49707,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-1011","Chief Executives",190,190,0,0,6,8,0,14,74.52,155010,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-1021","General and Operations Managers",1230,1390,160,0.13008130081300814,27,78,16,121,36.65,76229,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-1031","Legislators",60,60,0,0,2,2,0,4,0,41682,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-2021","Marketing Managers",30,30,0,0,1,2,1,4,46.34,96386,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-2022","Sales Managers",250,260,10,0.04,6,16,1,23,27.86,57950,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",120,140,20,0.16666666666666666,4,6,2,12,43.46,90385,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",40,50,10,0.25,1,2,1,4,55.63,115727,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3031","Financial Managers",200,250,50,0.25,5,11,5,21,42.74,88905,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",50,50,0,0,1,2,0,3,49.55,103071,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",30,30,0,0,1,2,0,3,46.34,96376,"High school diploma or equivalent","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-3121","Human Resources Managers",40,50,10,0.25,1,2,1,4,47.68,99183,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",1420,1430,10,7.0422535211267607E-3,83,21,1,105,0,0,"High school diploma or equivalent","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9021","Construction Managers",180,210,30,0.16666666666666666,4,9,3,16,42.6,88599,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",100,110,10,0.1,3,5,1,9,0,93682,"Master's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",230,250,20,8.6956521739130432E-2,7,11,3,21,44.75,93090,"Master's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9051","Food Service Managers",240,260,20,8.3333333333333329E-2,8,18,2,28,23.83,49571,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9061","Funeral Service Managers",70,70,0,0,2,3,1,6,0,0,"Associate's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",170,190,20,0.11764705882352941,5,9,2,16,55.57,115594,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",310,350,40,0.12903225806451613,14,11,4,29,0,0,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",120,130,10,8.3333333333333329E-2,4,6,1,11,29.95,62298,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"11-9199","Managers, All Other",200,210,10,0.05,6,8,1,15,51.49,107093,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",60,70,10,0.16666666666666666,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",70,70,0,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1031","Claims Adjusters, Examiners, and Investigators",110,110,0,0,3,6,0,9,32.39,67381,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1041","Compliance Officers",130,140,10,7.6923076923076927E-2,4,7,0,11,34.090000000000003,70902,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1051","Cost Estimators",140,170,30,0.21428571428571427,5,10,3,18,33.619999999999997,69932,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",210,220,10,4.7619047619047616E-2,6,14,2,22,24.06,50030,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1111","Management Analysts",280,310,30,0.10714285714285714,10,15,3,28,28.42,59114,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1121","Meeting, Convention, and Event Planners",50,60,10,0.2,2,4,0,6,18.850000000000001,39212,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",60,70,10,0.16666666666666666,2,4,1,7,27.86,57960,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",170,230,60,0.35294117647058826,5,14,6,25,18.149999999999999,37742,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",230,250,20,8.6956521739130432E-2,7,14,2,23,29.13,60583,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",400,450,50,0.125,13,24,4,41,27.21,56593,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2021","Appraisers and Assessors of Real Estate",40,40,0,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2041","Credit Analysts",30,40,10,0.33333333333333331,1,2,1,4,25.04,52082,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2051","Financial Analysts",30,40,10,0.33333333333333331,1,2,0,3,28.53,59338,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2072","Loan Officers",90,100,10,0.1111111111111111,2,5,1,8,34.21,71147,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2082","Tax Preparers",150,160,10,6.6666666666666666E-2,8,8,1,17,15.38,31996,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"13-2099","Financial Specialists, All Other",60,70,10,0.16666666666666666,2,3,0,5,26.01,54092,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",220,230,10,4.5454545454545456E-2,4,10,1,15,32.979999999999997,68595,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1131","Computer Programmers",60,60,0,0,1,3,0,4,41.34,85990,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1132","Software Developers, Applications",230,310,80,0.34782608695652173,4,13,8,25,54.36,113062,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1133","Software Developers, Systems Software",90,110,20,0.22222222222222221,1,5,2,8,53.72,111722,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1134","Web Developers",110,110,0,0,2,6,0,8,24.53,51017,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",90,100,10,0.1111111111111111,1,4,0,5,39.53,82222,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1143","Computer Network Architects",30,30,0,0,0,1,0,1,43.95,91412,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1151","Computer User Support Specialists",310,340,30,9.6774193548387094E-2,7,17,2,26,20.36,42355,"Some college, no degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",30,30,0,0,1,2,0,3,26.42,54967,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",110,140,30,0.27272727272727271,2,6,3,11,20.34,42294,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"17-1011","Architects, Except Landscape and Naval",30,30,0,0,1,1,0,2,35.76,74393,"Bachelor's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"17-2051","Civil Engineers",170,190,20,0.11764705882352941,4,9,2,15,48.16,100186,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"17-3011","Architectural and Civil Drafters",60,70,10,0.16666666666666666,2,4,1,7,25.05,52114,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",80,90,10,0.125,3,4,1,8,28.41,59100,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",30,40,10,0.33333333333333331,1,2,0,3,21.38,44457,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"19-4011","Agricultural and Food Science Technicians",30,40,10,0.33333333333333331,1,3,1,5,21.92,45595,"Associate's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"19-4093","Forest and Conservation Technicians",100,100,0,0,4,7,0,11,0,0,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",130,140,10,7.6923076923076927E-2,5,9,1,15,0,0,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",310,370,60,0.19354838709677419,12,22,6,40,25.87,53810,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",230,270,40,0.17391304347826086,9,16,4,29,0,0,"Master's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",40,40,0,0,1,3,0,4,0,0,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1021","Child, Family, and School Social Workers",130,140,10,7.6923076923076927E-2,5,9,1,15,24.94,51870,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",80,90,10,0.125,3,5,1,9,29.74,61852,"Master's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1023","Mental Health and Substance Abuse Social Workers",40,40,0,0,2,3,0,5,21.62,44975,"Master's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",110,120,10,9.0909090909090912E-2,4,7,1,12,25.61,53282,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1091","Health Educators",60,60,0,0,3,4,0,7,28.11,58460,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",70,70,0,0,2,4,0,6,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1093","Social and Human Service Assistants",530,600,70,0.13207547169811321,25,40,6,71,17.09,35541,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1094","Community Health Workers",60,60,0,0,3,4,1,8,15.12,31459,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",90,100,10,0.1111111111111111,4,7,1,12,18.670000000000002,38831,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"21-2011","Clergy",150,150,0,0,7,9,1,17,22.39,46569,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"23-1012","Judicial Law Clerks",40,40,0,0,0,1,0,1,0,0,"Doctoral or professional degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"23-1022","Arbitrators, Mediators, and Conciliators",30,30,0,0,0,1,0,1,0,0,"Bachelor's degree","<5 years","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"23-2011","Paralegals and Legal Assistants",110,120,10,9.0909090909090912E-2,4,8,2,14,20.54,42721,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-1191","Graduate Teaching Assistants",590,640,50,8.4745762711864403E-2,22,23,5,50,0,0,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-1199","Postsecondary Teachers, All Other",1850,2050,200,0.10810810810810811,71,74,20,165,0,0,"Doctoral or professional degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",480,530,50,0.10416666666666667,22,27,5,54,11.72,24371,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",90,100,10,0.1111111111111111,4,5,1,10,0,45899,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-2021","Elementary School Teachers, Except Special Education",690,730,40,5.7971014492753624E-2,23,26,5,54,0,55688,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",720,770,50,6.9444444444444448E-2,23,28,5,56,0,74860,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",50,70,20,0.4,4,3,2,9,17.96,37359,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-4021","Librarians",40,50,10,0.25,2,2,0,4,30.22,62857,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-4031","Library Technicians",40,40,0,0,3,2,0,5,19.77,41116,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-9031","Instructional Coordinators",110,120,10,9.0909090909090912E-2,5,5,1,11,29.33,60999,"Master's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",1010,1100,90,8.9108910891089105E-2,58,48,9,115,0,29377,"Some college, no degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",70,80,10,0.14285714285714285,3,3,1,7,17.8,37024,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-1011","Art Directors",30,30,0,0,2,1,0,3,0,0,"Bachelor's degree","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-1023","Floral Designers",30,20,-10,-0.33333333333333331,1,1,0,2,12.73,26483,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-1024","Graphic Designers",130,140,10,7.6923076923076927E-2,5,8,1,14,18.309999999999999,38080,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-2012","Producers and Directors",50,60,10,0.2,1,3,1,5,0,0,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-2022","Coaches and Scouts",270,310,40,0.14814814814814814,16,22,4,42,0,26758,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-2023","Umpires, Referees, and Other Sports Officials",40,40,0,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-2042","Musicians and Singers",40,40,0,0,2,2,0,4,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-3012","Public Address System and Other Announcers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-3031","Public Relations Specialists",60,70,10,0.16666666666666666,2,4,1,7,22.96,47747,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-3041","Editors",30,20,-10,-0.33333333333333331,1,2,-1,2,21.12,43939,"Bachelor's degree","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"27-4021","Photographers",110,70,-40,-0.36363636363636365,4,3,-4,3,19.29,40121,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",60,60,0,0,2,2,0,4,32.770000000000003,68168,"Bachelor's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1051","Pharmacists",190,190,0,0,4,4,0,8,71.760000000000005,149264,"Doctoral or professional degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1062","Family and General Practitioners",110,130,20,0.18181818181818182,2,1,2,5,93.75,195000,"Doctoral or professional degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1071","Physician Assistants",60,70,10,0.16666666666666666,1,2,1,4,61.88,128721,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",60,60,0,0,1,2,0,3,49.36,102674,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1123","Physical Therapists",140,150,10,7.1428571428571425E-2,3,3,1,7,49.59,103141,"Doctoral or professional degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1127","Speech-Language Pathologists",100,100,0,0,2,3,1,6,48.56,101009,"Master's degree","None","Internship/residency"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1128","Exercise Physiologists",40,40,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1131","Veterinarians",50,60,10,0.2,1,1,1,3,53.42,111123,"Doctoral or professional degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1141","Registered Nurses",2510,2610,100,3.9840637450199202E-2,73,56,10,139,41.28,85858,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",110,150,40,0.36363636363636365,2,4,4,10,50.59,105223,"Master's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2011","Medical and Clinical Laboratory Technologists",50,60,10,0.2,2,2,1,5,0,0,"Bachelor's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2012","Medical and Clinical Laboratory Technicians",100,100,0,0,3,3,0,6,0,0,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2021","Dental Hygienists",260,280,20,7.6923076923076927E-2,10,6,3,19,47.18,98135,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2032","Diagnostic Medical Sonographers",60,70,10,0.16666666666666666,2,2,1,5,38.49,80039,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",130,140,10,7.6923076923076927E-2,4,3,0,7,41.79,86904,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2051","Dietetic Technicians",30,30,0,0,1,1,0,2,11.75,24432,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",260,270,10,3.8461538461538464E-2,9,12,1,22,20.99,43655,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2055","Surgical Technologists",80,80,0,0,2,3,0,5,26.25,54592,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",40,60,20,0.5,2,2,1,5,17.690000000000001,36801,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2057","Ophthalmic Medical Technicians",30,30,0,0,1,1,0,2,13.27,27600,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",460,510,50,0.10869565217391304,17,17,5,39,26.78,55698,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",180,190,10,5.5555555555555552E-2,6,6,1,13,17.13,35633,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"29-2081","Opticians, Dispensing",40,40,0,0,1,2,0,3,17.899999999999999,37237,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",940,1060,120,0.1276595744680851,61,50,12,123,14.9,31002,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-2021","Physical Therapist Assistants",50,50,0,0,2,4,0,6,30.42,63260,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",60,70,10,0.16666666666666666,3,5,1,9,13.65,28380,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9091","Dental Assistants",320,350,30,9.375E-2,17,19,3,39,20.23,42081,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9092","Medical Assistants",500,600,100,0.2,24,34,10,68,15.5,32247,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9093","Medical Equipment Preparers",80,90,10,0.125,5,5,0,10,17.46,36300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9094","Medical Transcriptionists",150,110,-40,-0.26666666666666666,8,6,-4,10,22.2,46175,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",110,140,30,0.27272727272727271,7,12,3,22,12.49,25962,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9097","Phlebotomists",140,150,10,7.1428571428571425E-2,6,8,2,16,20.059999999999999,41710,"Postsecondary non-degree award","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",120,120,0,0,8,7,1,16,21.43,44560,"High school diploma or equivalent","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",40,40,0,0,1,1,0,2,65.989999999999995,137238,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-2011","Firefighters",260,260,0,0,6,11,1,18,25.62,53293,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-3012","Correctional Officers and Jailers",60,60,0,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",360,370,10,2.7777777777777776E-2,9,14,2,25,40.56,84346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-9032","Security Guards",290,310,20,6.8965517241379309E-2,18,21,2,41,12.78,26569,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",50,50,0,0,7,5,0,12,11.94,24841,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",80,90,10,0.125,11,9,1,21,12.43,25839,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-1011","Chefs and Head Cooks",50,50,0,0,2,4,0,6,24.16,50268,"High school diploma or equivalent","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",590,650,60,0.10169491525423729,28,59,6,93,13.2,27454,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",840,790,-50,-5.9523809523809521E-2,48,65,-5,108,11.2,23308,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-2012","Cooks, Institution and Cafeteria",200,230,30,0.15,13,17,2,32,14.77,30725,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",870,970,100,0.11494252873563218,54,73,10,137,11.96,24872,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-2015","Cooks, Short Order",90,100,10,0.1111111111111111,6,8,0,14,11.78,24491,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-2021","Food Preparation Workers",300,320,20,6.6666666666666666E-2,25,27,2,54,11.92,24800,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-3011","Bartenders",410,450,40,9.7560975609756101E-2,21,49,4,74,12.86,26754,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",2920,3350,430,0.14726027397260275,277,290,43,610,11.17,23236,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",190,190,0,0,23,18,0,41,13.39,27845,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-3031","Waiters and Waitresses",1280,1370,90,7.03125E-2,98,150,9,257,11.55,24018,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",250,270,20,0.08,23,21,2,46,11.45,23812,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-9021","Dishwashers",380,390,10,2.6315789473684209E-2,28,30,1,59,10.64,22126,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",240,260,20,8.3333333333333329E-2,28,27,2,57,11.37,23638,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",170,180,10,5.8823529411764705E-2,9,10,1,20,20.73,43109,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",90,100,10,0.1111111111111111,3,6,1,10,27.76,57736,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",1310,1390,80,6.1068702290076333E-2,88,85,8,181,12.18,25335,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",970,1020,50,5.1546391752577317E-2,74,56,6,136,11.77,24471,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",120,120,0,0,5,11,1,17,17.850000000000001,37123,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-3011","Landscaping and Groundskeeping Workers",680,740,60,8.8235294117647065E-2,33,51,6,90,14.33,29789,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",80,90,10,0.125,4,6,1,11,18.28,38028,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",150,170,20,0.13333333333333333,8,7,2,17,14.26,29655,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-2021","Nonfarm Animal Caretakers",50,80,30,0.6,4,5,2,11,13.15,27351,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-3031","Ushers, Lobby Attendants, and Ticket Takers",40,40,0,0,5,4,0,9,10.64,22115,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",200,220,20,0.1,22,24,2,48,11.14,23175,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-9011","Childcare Workers",1240,1260,20,1.6129032258064516E-2,102,77,2,181,11.61,24152,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",5130,6670,1540,0.30019493177387913,471,354,154,979,11.49,23905,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-9031","Fitness Trainers and Aerobics Instructors",270,300,30,0.1111111111111111,19,29,3,51,17.41,36228,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"39-9032","Recreation Workers",250,280,30,0.12,18,27,3,48,11.78,24502,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",950,940,-10,-1.0526315789473684E-2,35,64,-1,98,17.66,36735,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",190,200,10,5.2631578947368418E-2,6,11,2,19,26.51,55133,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-2011","Cashiers",2190,2130,-60,-2.7397260273972601E-2,203,198,-6,395,11.58,24090,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",530,570,40,7.5471698113207544E-2,29,40,4,73,13.07,27179,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",180,190,10,5.5555555555555552E-2,8,15,1,24,13.47,28016,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",2410,2400,-10,-4.1493775933609959E-3,152,191,-1,342,12,24958,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-3011","Advertising Sales Agents",120,120,0,0,4,10,-1,13,24.4,50753,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-3021","Insurance Sales Agents",330,370,40,0.12121212121212122,14,19,3,36,26.43,54958,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",160,170,10,6.25E-2,4,11,1,16,22.02,45805,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",390,410,20,5.128205128205128E-2,13,35,2,50,19.489999999999998,40536,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",50,60,10,0.2,2,4,1,7,26.16,54400,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",500,580,80,0.16,18,36,8,62,21.87,45495,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",70,80,10,0.14285714285714285,4,3,1,8,27.53,57272,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-9041","Telemarketers",40,50,10,0.25,3,4,0,7,16.91,35175,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"41-9099","Sales and Related Workers, All Other",220,280,60,0.27272727272727271,13,19,6,38,17.64,36704,"High school diploma or equivalent","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",770,780,10,1.2987012987012988E-2,30,45,1,76,23.43,48733,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-2011","Switchboard Operators, Including Answering Service",50,30,-20,-0.4,2,3,-1,4,14.13,29367,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",60,60,0,0,2,4,0,6,19.64,40852,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",270,310,40,0.14814814814814814,12,16,3,31,18,37443,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",940,930,-10,-1.0638297872340425E-2,58,45,-1,102,18.97,39449,"Some college, no degree","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",110,110,0,0,5,6,0,11,21.65,45028,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-3071","Tellers",340,300,-40,-0.11764705882352941,16,20,-3,33,13.8,28691,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",90,100,10,0.1111111111111111,4,4,0,8,20.77,43185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4051","Customer Service Representatives",850,960,110,0.12941176470588237,46,68,10,124,17.39,36174,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4061","Eligibility Interviewers, Government Programs",30,40,10,0.33333333333333331,1,2,0,3,25.12,52254,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4071","File Clerks",90,80,-10,-0.1111111111111111,5,5,-1,9,11.67,24269,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",90,90,0,0,5,8,0,13,11.6,24126,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",190,190,0,0,10,12,0,22,16.11,33512,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4121","Library Assistants, Clerical",30,40,10,0.33333333333333331,3,2,0,5,17.61,36614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",70,80,10,0.14285714285714285,3,4,1,8,18.37,38211,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4151","Order Clerks",150,150,0,0,7,10,0,17,15.31,31844,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",70,70,0,0,3,5,0,8,18.46,38385,"Associate's degree","None","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",550,580,30,5.4545454545454543E-2,35,37,3,75,13.4,27862,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",170,170,0,0,8,11,0,19,17.55,36522,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5021","Couriers and Messengers",90,100,10,0.1111111111111111,4,4,1,9,13.9,28906,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5031","Police, Fire, and Ambulance Dispatchers",80,80,0,0,3,4,0,7,27.48,57157,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",90,90,0,0,3,5,0,8,18.649999999999999,38794,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",50,60,10,0.2,3,2,0,5,21.72,45171,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5052","Postal Service Mail Carriers",190,190,0,0,7,5,1,13,22.05,45867,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5061","Production, Planning, and Expediting Clerks",110,130,20,0.18181818181818182,4,8,2,14,20.84,43349,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5071","Shipping, Receiving, and Traffic Clerks",270,280,10,3.7037037037037035E-2,11,16,1,28,14.29,29715,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",1130,1150,20,1.7699115044247787E-2,62,81,2,145,11.48,23901,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",130,150,20,0.15384615384615385,6,8,3,17,13.22,27504,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",290,250,-40,-0.13793103448275862,15,14,-5,24,22.14,46062,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-6013","Medical Secretaries",510,590,80,0.15686274509803921,30,29,8,67,16.53,34372,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",1290,1230,-60,-4.6511627906976744E-2,68,66,-6,128,16.97,35293,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-9011","Computer Operators",30,30,0,0,1,2,0,3,19.11,39756,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-9021","Data Entry Keyers",70,70,0,0,4,4,0,8,14.62,30411,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",220,250,30,0.13636363636363635,10,13,3,26,15.88,33021,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",1590,1610,20,1.2578616352201259E-2,94,91,3,188,14.47,30104,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"43-9199","Office and Administrative Support Workers, All Other",310,330,20,6.4516129032258063E-2,14,20,2,36,11.83,24607,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",110,110,0,0,4,11,0,15,18.64,38770,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"45-2041","Graders and Sorters, Agricultural Products",170,180,10,5.8823529411764705E-2,7,16,1,24,11.66,24276,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",1360,1370,10,7.3529411764705881E-3,50,156,0,206,11.45,23818,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"45-2099","Agricultural Workers, All Other",40,40,0,0,2,5,0,7,23.65,49203,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"45-4011","Forest and Conservation Workers",80,70,-10,-0.125,3,8,-1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",290,360,70,0.2413793103448276,10,20,7,37,31.49,65509,"High school diploma or equivalent","≥5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2031","Carpenters",490,580,90,0.18367346938775511,18,30,9,57,20.86,43381,"High school diploma or equivalent","None","Apprenticeship"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2044","Tile and Marble Setters",30,40,10,0.33333333333333331,1,2,1,4,15.79,32836,"No formal educational credential","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2051","Cement Masons and Concrete Finishers",160,200,40,0.25,7,12,4,23,23.16,48165,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2061","Construction Laborers",570,680,110,0.19298245614035087,22,41,11,74,18.239999999999998,37946,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",40,40,0,0,1,3,0,4,12.63,26271,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",150,170,20,0.13333333333333333,6,11,2,19,25.33,52694,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2081","Drywall and Ceiling Tile Installers",80,90,10,0.125,3,5,1,9,22.09,45936,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2111","Electricians",200,230,30,0.15,8,16,2,26,31.87,66293,"High school diploma or equivalent","None","Apprenticeship"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2141","Painters, Construction and Maintenance",250,300,50,0.2,9,14,4,27,18.96,39442,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2151","Pipelayers",30,30,0,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",300,380,80,0.26666666666666666,12,23,8,43,17.190000000000001,35747,"High school diploma or equivalent","None","Apprenticeship"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2181","Roofers",110,140,30,0.27272727272727271,4,8,3,15,21.88,45529,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",60,70,10,0.16666666666666666,2,4,1,7,16.75,34841,"High school diploma or equivalent","None","Apprenticeship"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",50,60,10,0.2,2,5,2,9,16.93,35208,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-4031","Fence Erectors",60,60,0,0,2,4,1,7,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"47-4051","Highway Maintenance Workers",50,50,0,0,2,3,0,5,22.89,47626,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",210,210,0,0,7,11,1,19,31.36,65227,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",190,170,-20,-0.10526315789473684,6,13,-2,17,21.28,44257,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3021","Automotive Body and Related Repairers",70,70,0,0,2,4,0,6,23.99,49883,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",410,430,20,4.878048780487805E-2,13,25,2,40,21.16,44023,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3041","Farm Equipment Mechanics and Service Technicians",100,100,0,0,3,6,0,9,23.33,48512,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",40,50,10,0.25,1,3,0,4,25.33,52675,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3091","Bicycle Repairers",80,80,0,0,3,7,0,10,14,29125,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3092","Recreational Vehicle Service Technicians",30,30,0,0,1,2,0,3,13.64,28364,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-3093","Tire Repairers and Changers",60,60,0,0,2,5,0,7,13.97,29064,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",150,170,20,0.13333333333333333,5,8,1,14,19.03,39595,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9043","Maintenance Workers, Machinery",40,40,0,0,2,2,0,4,14.74,30659,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",810,870,60,7.407407407407407E-2,34,46,6,86,17.149999999999999,35686,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",40,40,0,0,2,3,0,5,12.45,25896,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",90,90,0,0,3,5,0,8,18.010000000000002,37453,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",340,390,50,0.14705882352941177,12,23,4,39,27.34,56858,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-2041","Structural Metal Fabricators and Fitters",30,20,-10,-0.33333333333333331,1,2,-1,2,15.04,31280,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-2092","Team Assemblers",300,290,-10,-3.3333333333333333E-2,12,21,-1,32,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-2099","Assemblers and Fabricators, All Other",80,70,-10,-0.125,3,5,0,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-3011","Bakers",130,130,0,0,8,10,0,18,13.71,28496,"No formal educational credential","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",130,130,0,0,6,10,0,16,20.61,42876,"No formal educational credential","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-3091","Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders",70,70,0,0,3,5,0,8,14.16,29437,"No formal educational credential","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-3092","Food Batchmakers",140,170,30,0.21428571428571427,8,13,2,23,13.34,27738,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-4041","Machinists",90,90,0,0,3,6,0,9,21.7,45128,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-4121","Welders, Cutters, Solderers, and Brazers",180,210,30,0.16666666666666666,5,15,2,22,17.559999999999999,36541,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",60,50,-10,-0.16666666666666666,2,4,0,6,16.43,34166,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-6031","Sewing Machine Operators",60,70,10,0.16666666666666666,4,3,0,7,11.82,24596,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-7011","Cabinetmakers and Bench Carpenters",110,140,30,0.27272727272727271,6,7,3,16,15.08,31362,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",60,60,0,0,2,3,0,5,26.23,54576,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",270,280,10,3.7037037037037035E-2,11,21,0,32,14.71,30594,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",30,30,0,0,1,2,0,3,15.03,31259,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"51-9198","Helpers--Production Workers",170,160,-10,-5.8823529411764705E-2,9,16,-1,24,13.19,27441,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",70,80,10,0.14285714285714285,2,5,2,9,0,0,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",60,70,10,0.16666666666666666,2,5,1,8,0,0,"High school diploma or equivalent","<5 years","None"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-2012","Commercial Pilots",70,80,10,0.14285714285714285,2,5,1,8,0,49614,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-3021","Bus Drivers, Transit and Intercity",120,110,-10,-8.3333333333333329E-2,9,5,-2,12,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-3022","Bus Drivers, School or Special Client",100,100,0,0,8,4,0,12,16.48,34274,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",190,190,0,0,8,12,0,20,17.34,36072,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",520,570,50,9.6153846153846159E-2,23,34,6,63,19.64,40844,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",400,430,30,7.4999999999999997E-2,18,26,4,48,16.53,34367,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-6031","Automotive and Watercraft Service Attendants",70,70,0,0,4,7,0,11,10.86,22571,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",220,280,60,0.27272727272727271,8,18,6,32,20.47,42590,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7061","Cleaners of Vehicles and Equipment",200,220,20,0.1,11,18,2,31,12.31,25618,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",1040,1220,180,0.17307692307692307,56,96,18,170,13.74,28562,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7063","Machine Feeders and Offbearers",80,80,0,0,4,7,0,11,12.85,26733,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",580,550,-30,-5.1724137931034482E-2,38,46,-3,81,11.73,24409,"No formal educational credential","None","Short-term on-the-job training"]
["Butte","North Far North","Chico Metropolitan Statistical Area",4,"53-7081","Refuse and Recyclable Material Collectors",30,30,0,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-1011","Chief Executives",120,110,-10,-8.3333333333333329E-2,3,5,0,8,87.65,182312,"Bachelor's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-1021","General and Operations Managers",460,500,40,8.6956521739130432E-2,10,29,4,43,41.56,86436,"Bachelor's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-1031","Legislators",40,50,10,0.25,1,2,0,3,0,39110,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-2022","Sales Managers",70,80,10,0.14285714285714285,2,5,1,8,49.59,103153,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-3011","Administrative Services Managers",50,50,0,0,2,2,0,4,38.799999999999997,80710,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-3031","Financial Managers",90,100,10,0.1111111111111111,2,5,2,9,48.33,100520,"Bachelor's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-3071","Transportation, Storage, and Distribution Managers",50,60,10,0.2,1,3,1,5,39.21,81567,"High school diploma or equivalent","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-3121","Human Resources Managers",30,30,0,0,1,2,0,3,49.32,102571,"Bachelor's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",3300,3270,-30,-9.0909090909090905E-3,192,49,-3,238,0,0,"High school diploma or equivalent","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9021","Construction Managers",30,40,10,0.33333333333333331,1,2,1,4,27.93,58093,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",30,30,0,0,1,1,0,2,23.86,49632,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9032","Education Administrators, Elementary and Secondary School",80,90,10,0.125,2,4,1,7,0,115278,"Master's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9039","Education Administrators, All Other",30,30,0,0,1,1,0,2,55.67,115798,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9041","Architectural and Engineering Managers",20,20,0,0,0,1,0,1,64.510000000000005,134180,"Bachelor's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9051","Food Service Managers",70,70,0,0,2,5,0,7,19.54,40651,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9081","Lodging Managers",30,30,0,0,1,2,0,3,23.6,49071,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9111","Medical and Health Services Managers",80,80,0,0,2,4,0,6,52.82,109869,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9151","Social and Community Service Managers",30,30,0,0,1,2,0,3,42.35,88068,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"11-9199","Managers, All Other",90,100,10,0.1111111111111111,3,4,1,8,41.92,87191,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1021","Buyers and Purchasing Agents, Farm Products",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",40,40,0,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1041","Compliance Officers",50,50,0,0,1,3,0,4,29.26,60849,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1051","Cost Estimators",20,20,0,0,1,1,0,2,34.82,72423,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1071","Human Resources Specialists",50,50,0,0,2,3,0,5,28.91,60134,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1111","Management Analysts",100,110,10,0.1,3,5,1,9,29.38,61114,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1161","Market Research Analysts and Marketing Specialists",20,30,10,0.5,1,2,0,3,35.369999999999997,73576,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-1199","Business Operations Specialists, All Other",90,100,10,0.1111111111111111,3,5,1,9,30.9,64288,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-2011","Accountants and Auditors",220,230,10,4.5454545454545456E-2,7,13,2,22,29.7,61767,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"13-2021","Appraisers and Assessors of Real Estate",50,50,0,0,2,2,0,4,28.04,58318,"Bachelor's degree","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"15-1121","Computer Systems Analysts",20,20,0,0,0,1,0,1,34.880000000000003,72545,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"15-1151","Computer User Support Specialists",40,50,10,0.25,1,2,0,3,24.82,51626,"Some college, no degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"17-2051","Civil Engineers",70,70,0,0,2,3,0,5,39.340000000000003,81816,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"17-2081","Environmental Engineers",20,20,0,0,0,1,0,1,41.52,86366,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"17-3022","Civil Engineering Technicians",20,20,0,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-1013","Soil and Plant Scientists",20,20,0,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-1023","Zoologists and Wildlife Biologists",20,30,10,0.5,0,2,0,2,32.33,67254,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-1029","Biological Scientists, All Other",20,20,0,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-2041","Environmental Scientists and Specialists, Including Health",60,60,0,0,1,4,0,5,37.880000000000003,78790,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-3031","Clinical, Counseling, and School Psychologists",30,40,10,0.33333333333333331,1,1,0,2,40.57,84375,"Doctoral or professional degree","None","Internship/residency"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-4091","Environmental Science and Protection Technicians, Including Health",50,60,10,0.2,2,4,0,6,0,0,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"19-4093","Forest and Conservation Technicians",110,120,10,9.0909090909090912E-2,5,8,1,14,17.760000000000002,36933,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",90,90,0,0,3,6,1,10,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",80,80,0,0,3,5,0,8,21.84,45432,"Master's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1014","Mental Health Counselors",40,40,0,0,1,2,0,3,0,0,"Master's degree","None","Internship/residency"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1021","Child, Family, and School Social Workers",60,60,0,0,2,4,0,6,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1022","Healthcare Social Workers",40,40,0,0,1,2,0,3,28.91,60126,"Master's degree","None","Internship/residency"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1029","Social Workers, All Other",130,140,10,7.6923076923076927E-2,5,8,1,14,23.56,49006,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1092","Probation Officers and Correctional Treatment Specialists",80,80,0,0,2,4,0,6,28.49,59273,"Bachelor's degree","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1093","Social and Human Service Assistants",70,80,10,0.14285714285714285,3,5,0,8,19.45,40446,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1094","Community Health Workers",20,20,0,0,1,2,0,3,15.34,31916,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"21-1099","Community and Social Service Specialists, All Other",30,40,10,0.33333333333333331,2,3,0,5,25.55,53150,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"23-1011","Lawyers",50,50,0,0,1,1,0,2,47.41,98612,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"23-1012","Judicial Law Clerks",20,20,0,0,0,1,0,1,0,0,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2011","Preschool Teachers, Except Special Education",150,150,0,0,6,8,0,14,13.61,28291,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2021","Elementary School Teachers, Except Special Education",650,710,60,9.2307692307692313E-2,22,25,6,53,0,75246,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",100,110,10,0.1,4,4,1,9,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2032","Career/Technical Education Teachers, Secondary School",20,20,0,0,1,1,0,2,0,0,"Bachelor's degree","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",130,150,20,0.15384615384615385,5,5,1,11,0,69488,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-2059","Special Education Teachers, All Other",40,40,0,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-3021","Self-Enrichment Education Teachers",30,40,10,0.33333333333333331,2,2,0,4,0,0,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",30,30,0,0,2,2,0,4,0,59283,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-4021","Librarians",20,20,0,0,1,1,0,2,29.11,60552,"Master's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-4031","Library Technicians",50,50,0,0,4,2,0,6,16.440000000000001,34191,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-9031","Instructional Coordinators",40,40,0,0,2,2,0,4,41.21,85705,"Master's degree","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-9041","Teacher Assistants",620,670,50,8.0645161290322578E-2,35,29,5,69,0,29753,"Some college, no degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"25-9099","Education, Training, and Library Workers, All Other",50,50,0,0,2,2,0,4,15.51,32251,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"27-3091","Interpreters and Translators",40,40,0,0,2,2,0,4,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1021","Dentists, General",40,40,0,0,1,0,1,2,76.709999999999994,159540,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1031","Dietitians and Nutritionists",20,20,0,0,1,1,0,2,28.72,59730,"Bachelor's degree","None","Internship/residency"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1051","Pharmacists",30,40,10,0.33333333333333331,1,1,0,2,75.5,157032,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1071","Physician Assistants",20,30,10,0.5,0,1,1,2,59.92,124649,"Master's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1122","Occupational Therapists",20,30,10,0.5,0,1,1,2,27.08,56338,"Master's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1123","Physical Therapists",30,40,10,0.33333333333333331,1,1,1,3,42.92,89270,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1127","Speech-Language Pathologists",20,20,0,0,0,1,0,1,42.81,89046,"Master's degree","None","Internship/residency"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1131","Veterinarians",30,40,10,0.33333333333333331,1,1,0,2,54.71,113803,"Doctoral or professional degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-1141","Registered Nurses",310,300,-10,-3.2258064516129031E-2,9,7,0,16,0,0,"Bachelor's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-2052","Pharmacy Technicians",60,80,20,0.33333333333333331,2,3,2,7,16.82,34983,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-2056","Veterinary Technologists and Technicians",30,40,10,0.33333333333333331,1,2,0,3,0,0,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",50,60,10,0.2,2,2,1,5,24.84,51657,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"29-2081","Opticians, Dispensing",20,20,0,0,1,1,0,2,20.66,42975,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"31-1014","Nursing Assistants",200,260,60,0.3,14,12,6,32,20.85,43366,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"31-9091","Dental Assistants",110,130,20,0.18181818181818182,6,7,2,15,17.36,36125,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"31-9092","Medical Assistants",140,170,30,0.21428571428571427,7,10,3,20,16.190000000000001,33667,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"31-9095","Pharmacy Aides",40,40,0,0,2,2,0,4,14.66,30478,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"31-9097","Phlebotomists",30,30,0,0,1,2,0,3,0,0,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-1012","First-Line Supervisors of Police and Detectives",30,30,0,0,1,1,0,2,68.260000000000005,141980,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",30,30,0,0,1,1,0,2,36.74,76436,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-2011","Firefighters",190,200,10,5.2631578947368418E-2,4,8,1,13,25.39,52789,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-3012","Correctional Officers and Jailers",110,100,-10,-9.0909090909090912E-2,4,5,-1,8,25.99,54054,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-3021","Detectives and Criminal Investigators",20,20,0,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-3051","Police and Sheriff's Patrol Officers",270,280,10,3.7037037037037035E-2,7,11,1,19,38.15,79358,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-9032","Security Guards",40,50,10,0.25,3,3,0,6,13.72,28554,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-9091","Crossing Guards",80,90,10,0.125,12,3,1,16,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"33-9099","Protective Service Workers, All Other",20,20,0,0,2,2,0,4,17.75,36927,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",170,180,10,5.8823529411764705E-2,8,17,1,26,14.53,30231,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-2012","Cooks, Institution and Cafeteria",90,90,0,0,5,7,0,12,15.88,33039,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-2014","Cooks, Restaurant",130,130,0,0,8,10,1,19,13.95,29017,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-2021","Food Preparation Workers",190,190,0,0,15,16,0,31,11.65,24244,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-3011","Bartenders",100,90,-10,-0.1,4,11,0,15,12.38,25767,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",740,840,100,0.13513513513513514,70,73,10,153,11.67,24275,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",20,30,10,0.5,3,2,0,5,11.74,24399,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-3031","Waiters and Waitresses",280,290,10,3.5714285714285712E-2,21,32,1,54,13.46,27999,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",60,60,0,0,5,4,0,9,11.48,23864,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-9021","Dishwashers",100,100,0,0,7,8,0,15,11.46,23833,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",30,30,0,0,4,3,0,7,10.64,22115,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",40,40,0,0,2,2,0,4,21.89,45537,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",40,40,0,0,1,2,0,3,29.54,61439,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",360,400,40,0.1111111111111111,24,24,4,52,14.98,31146,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-2012","Maids and Housekeeping Cleaners",260,270,10,3.8461538461538464E-2,20,15,1,36,11.56,24049,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-2021","Pest Control Workers",20,20,0,0,1,2,0,3,21.45,44601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"37-3011","Landscaping and Groundskeeping Workers",340,350,10,2.9411764705882353E-2,16,24,2,42,13.51,28091,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"39-3091","Amusement and Recreation Attendants",40,40,0,0,4,4,0,8,10.84,22537,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"39-5011","Barbers",20,20,0,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"39-9021","Personal Care Aides",1400,1770,370,0.26428571428571429,126,95,36,257,11.52,23967,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-1011","First-Line Supervisors of Retail Sales Workers",450,490,40,8.8888888888888892E-2,17,32,4,53,13.56,28212,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-2011","Cashiers",1240,1260,20,1.6129032258064516E-2,117,115,2,234,11.63,24194,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-2021","Counter and Rental Clerks",130,130,0,0,7,10,0,17,18.11,37675,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-2022","Parts Salespersons",160,160,0,0,7,13,0,20,13.14,27324,"No formal educational credential","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-2031","Retail Salespersons",700,750,50,7.1428571428571425E-2,46,58,5,109,11.67,24276,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-3021","Insurance Sales Agents",30,40,10,0.33333333333333331,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-3099","Sales Representatives, Services, All Other",50,50,0,0,2,4,1,7,23.79,49493,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",40,40,0,0,1,3,0,4,37.39,77767,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",170,190,20,0.11764705882352941,6,12,2,20,29,60319,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"41-9022","Real Estate Sales Agents",20,10,-10,-0.5,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",340,370,30,8.8235294117647065E-2,14,20,3,37,27.91,58058,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-3011","Bill and Account Collectors",30,20,-10,-0.33333333333333331,1,2,0,3,14.88,30953,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-3021","Billing and Posting Clerks",80,90,10,0.125,4,4,1,9,19.54,40647,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",490,480,-10,-2.0408163265306121E-2,30,23,-1,52,16.29,33871,"Some college, no degree","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-3051","Payroll and Timekeeping Clerks",90,90,0,0,4,5,0,9,20.309999999999999,42233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-3071","Tellers",90,80,-10,-0.1111111111111111,4,5,-1,8,14.37,29889,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4031","Court, Municipal, and License Clerks",80,80,0,0,4,3,0,7,19.59,40749,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4051","Customer Service Representatives",290,340,50,0.17241379310344829,16,23,5,44,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4061","Eligibility Interviewers, Government Programs",140,150,10,7.1428571428571425E-2,6,7,1,14,18.57,38620,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",100,110,10,0.1,6,10,1,17,11.94,24832,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4121","Library Assistants, Clerical",20,20,0,0,1,1,0,2,15.99,33246,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4151","Order Clerks",30,30,0,0,1,2,0,3,15.42,32069,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",30,30,0,0,1,2,0,3,23.01,47863,"Associate's degree","None","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4171","Receptionists and Information Clerks",170,180,10,5.8823529411764705E-2,11,12,1,24,15.02,31220,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-4199","Information and Record Clerks, All Other",30,30,0,0,1,2,0,3,23.09,48027,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5031","Police, Fire, and Ambulance Dispatchers",30,30,0,0,1,2,0,3,22.83,47474,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5051","Postal Service Clerks",50,50,0,0,3,1,0,4,20.75,43155,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5052","Postal Service Mail Carriers",80,80,0,0,3,2,1,6,22.06,45877,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5061","Production, Planning, and Expediting Clerks",40,50,10,0.25,2,3,0,5,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5071","Shipping, Receiving, and Traffic Clerks",280,320,40,0.14285714285714285,12,18,4,34,15.05,31291,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5081","Stock Clerks and Order Fillers",370,410,40,0.10810810810810811,21,28,4,53,11.62,24157,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",60,60,0,0,2,4,1,7,12.43,25856,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",100,80,-20,-0.2,5,5,-2,8,27.1,56379,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-6013","Medical Secretaries",90,100,10,0.1111111111111111,5,5,1,11,16.77,34864,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",400,380,-20,-0.05,21,20,-2,39,18.03,37484,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-9041","Insurance Claims and Policy Processing Clerks",90,90,0,0,4,5,1,10,17.2,35764,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-9061","Office Clerks, General",630,620,-10,-1.5873015873015872E-2,37,36,-1,72,14.25,29643,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"43-9199","Office and Administrative Support Workers, All Other",60,70,10,0.16666666666666666,3,4,0,7,10.52,21884,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",150,150,0,0,5,14,0,19,25.01,52023,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"45-2041","Graders and Sorters, Agricultural Products",210,200,-10,-4.7619047619047616E-2,8,19,0,27,12.11,25182,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"45-2091","Agricultural Equipment Operators",350,390,40,0.11428571428571428,13,42,4,59,13.8,28714,"No formal educational credential","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",3370,3530,160,4.7477744807121663E-2,126,393,16,535,11.63,24205,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"45-4022","Logging Equipment Operators",60,60,0,0,2,6,0,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",70,80,10,0.14285714285714285,2,5,2,9,29.02,60349,"High school diploma or equivalent","≥5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2031","Carpenters",130,190,60,0.46153846153846156,5,9,6,20,25.48,53000,"High school diploma or equivalent","None","Apprenticeship"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2061","Construction Laborers",230,300,70,0.30434782608695654,9,17,7,33,18.89,39279,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",160,190,30,0.1875,7,12,3,22,28.09,58435,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2081","Drywall and Ceiling Tile Installers",20,20,0,0,0,1,0,1,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2111","Electricians",100,120,20,0.2,4,8,2,14,25.84,53753,"High school diploma or equivalent","None","Apprenticeship"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2151","Pipelayers",80,100,20,0.25,3,6,2,11,24.05,50028,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-2221","Structural Iron and Steel Workers",90,120,30,0.33333333333333331,3,8,3,14,21.77,45284,"High school diploma or equivalent","None","Apprenticeship"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-4011","Construction and Building Inspectors",30,30,0,0,1,1,0,2,29.04,60389,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"47-4051","Highway Maintenance Workers",40,40,0,0,2,2,0,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",110,120,10,9.0909090909090912E-2,4,6,1,11,33.119999999999997,68893,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",20,30,10,0.5,1,2,1,4,0,0,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-3023","Automotive Service Technicians and Mechanics",110,110,0,0,4,7,-1,10,18.829999999999998,39159,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",70,80,10,0.14285714285714285,2,4,1,7,20.51,42672,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",50,50,0,0,2,3,0,5,25.11,52239,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-3093","Tire Repairers and Changers",50,40,-10,-0.2,2,4,0,6,13.18,27429,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-9041","Industrial Machinery Mechanics",130,150,20,0.15384615384615385,5,7,2,14,22.79,47395,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-9043","Maintenance Workers, Machinery",50,60,10,0.2,2,3,1,6,21.84,45445,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-9071","Maintenance and Repair Workers, General",510,550,40,7.8431372549019607E-2,22,30,4,56,18.809999999999999,39118,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",50,50,0,0,2,4,0,6,13.73,28546,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",80,90,10,0.125,3,5,1,9,21.82,45394,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-1011","First-Line Supervisors of Production and Operating Workers",230,260,30,0.13043478260869565,8,16,3,27,24.3,50543,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-2092","Team Assemblers",550,600,50,9.0909090909090912E-2,24,42,4,70,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-3021","Butchers and Meat Cutters",50,50,0,0,2,4,0,6,14.07,29273,"No formal educational credential","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-4041","Machinists",80,80,0,0,3,5,0,8,20.62,42897,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-4121","Welders, Cutters, Solderers, and Brazers",60,70,10,0.16666666666666666,2,5,1,8,16.61,34545,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-6011","Laundry and Dry-Cleaning Workers",20,20,0,0,1,1,0,2,12.53,26070,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",80,80,0,0,2,4,0,6,25.39,52825,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",300,310,10,3.3333333333333333E-2,8,24,1,33,15.47,32160,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",90,80,-10,-0.1111111111111111,3,6,0,9,13.8,28690,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",170,190,20,0.11764705882352941,8,14,1,23,15.79,32846,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-9111","Packaging and Filling Machine Operators and Tenders",650,670,20,3.0769230769230771E-2,31,44,3,78,15.89,33040,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"51-9196","Paper Goods Machine Setters, Operators, and Tenders",20,20,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",70,90,20,0.2857142857142857,2,5,1,8,0,0,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",50,50,0,0,2,3,1,6,0,0,"High school diploma or equivalent","<5 years","None"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-3022","Bus Drivers, School or Special Client",70,80,10,0.14285714285714285,6,3,1,10,13.07,27178,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",1090,1330,240,0.22018348623853212,51,76,24,151,19.07,39666,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-3033","Light Truck or Delivery Services Drivers",180,200,20,0.1111111111111111,8,12,2,22,16.87,35080,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-7061","Cleaners of Vehicles and Equipment",90,90,0,0,5,8,1,14,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",670,790,120,0.17910447761194029,36,62,12,110,14.49,30153,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-7064","Packers and Packagers, Hand",230,240,10,4.3478260869565216E-2,16,19,1,36,11.77,24461,"No formal educational credential","None","Short-term on-the-job training"]
["Colusa, Glenn, and Tehama","North Far North","North Valley Region",4,"53-7081","Refuse and Recyclable Material Collectors",30,40,10,0.33333333333333331,2,3,1,6,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-1011","Chief Executives",230,220,-10,-4.3478260869565216E-2,6,9,-1,14,60.81,126484,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-1021","General and Operations Managers",1730,1900,170,9.8265895953757232E-2,38,108,17,163,33.67,70034,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-1031","Legislators",50,50,0,0,1,2,0,3,0,48020,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-2021","Marketing Managers",40,40,0,0,1,2,0,3,39.22,81577,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-2022","Sales Managers",290,320,30,0.10344827586206896,7,18,3,28,26.63,55389,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-2031","Public Relations and Fundraising Managers",30,40,10,0.33333333333333331,1,2,0,3,51.93,108001,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3011","Administrative Services Managers",250,280,30,0.12,8,13,2,23,35.74,74341,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3021","Computer and Information Systems Managers",70,70,0,0,1,4,1,6,46.77,97285,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3031","Financial Managers",250,290,40,0.16,6,13,4,23,40.93,85119,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3051","Industrial Production Managers",90,90,0,0,2,4,0,6,47.92,99673,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3071","Transportation, Storage, and Distribution Managers",100,100,0,0,2,5,0,7,36.700000000000003,76331,"High school diploma or equivalent","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-3121","Human Resources Managers",70,70,0,0,2,4,1,7,38.58,80251,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",2120,2310,190,8.9622641509433956E-2,129,33,20,182,0,0,"High school diploma or equivalent","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9021","Construction Managers",220,250,30,0.13636363636363635,5,10,3,18,38.909999999999997,80914,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",90,100,10,0.1111111111111111,3,4,0,7,20.9,43478,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9032","Education Administrators, Elementary and Secondary School",200,210,10,0.05,6,9,2,17,0,117615,"Master's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9033","Education Administrators, Postsecondary",120,130,10,8.3333333333333329E-2,4,6,1,11,54.53,113420,"Master's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9041","Architectural and Engineering Managers",50,60,10,0.2,1,3,0,4,47.23,98254,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9051","Food Service Managers",430,470,40,9.3023255813953487E-2,14,33,4,51,18.45,38375,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9081","Lodging Managers",60,70,10,0.16666666666666666,2,4,0,6,15.24,31690,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9111","Medical and Health Services Managers",300,350,50,0.16666666666666666,9,16,5,30,51.76,107644,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9121","Natural Sciences Managers",40,40,0,0,1,2,0,3,47.26,98305,"Bachelor's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9141","Property, Real Estate, and Community Association Managers",200,220,20,0.1,9,7,2,18,27.64,57481,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9151","Social and Community Service Managers",270,300,30,0.1111111111111111,9,15,3,27,33.78,70259,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"11-9199","Managers, All Other",500,530,30,0.06,14,22,3,39,40.72,84700,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",100,100,0,0,4,7,0,11,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",90,80,-10,-0.1111111111111111,2,5,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1031","Claims Adjusters, Examiners, and Investigators",70,70,0,0,2,4,0,6,34.47,71688,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1041","Compliance Officers",230,240,10,4.3478260869565216E-2,7,12,1,20,27,56154,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1051","Cost Estimators",130,150,20,0.15384615384615385,4,9,2,15,31.74,66013,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1071","Human Resources Specialists",170,180,10,5.8823529411764705E-2,5,12,1,18,25.63,53306,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1111","Management Analysts",410,440,30,7.3170731707317069E-2,14,22,4,40,29.61,61594,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1121","Meeting, Convention, and Event Planners",70,90,20,0.2857142857142857,3,6,1,10,21.22,44141,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1131","Fundraisers",50,60,10,0.2,2,4,1,7,19.79,41151,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1151","Training and Development Specialists",70,70,0,0,2,4,0,6,21.7,45142,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1161","Market Research Analysts and Marketing Specialists",130,160,30,0.23076923076923078,4,10,4,18,25.67,53398,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-1199","Business Operations Specialists, All Other",440,480,40,9.0909090909090912E-2,14,27,4,45,24.35,50653,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-2011","Accountants and Auditors",500,550,50,0.1,16,30,5,51,29.28,60910,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-2052","Personal Financial Advisors",40,50,10,0.25,1,2,0,3,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-2072","Loan Officers",120,130,10,8.3333333333333329E-2,3,7,1,11,26.96,56072,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"13-2099","Financial Specialists, All Other",40,50,10,0.25,1,2,1,4,24.08,50081,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1121","Computer Systems Analysts",100,110,10,0.1,2,5,0,7,33.71,70118,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1131","Computer Programmers",30,20,-10,-0.33333333333333331,0,1,0,1,36.11,75094,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1132","Software Developers, Applications",60,80,20,0.33333333333333331,1,3,2,6,40.729999999999997,84710,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1133","Software Developers, Systems Software",30,30,0,0,0,1,0,1,39,81126,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1134","Web Developers",60,60,0,0,1,3,0,4,27.85,57932,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1142","Network and Computer Systems Administrators",140,150,10,7.1428571428571425E-2,2,7,0,9,30.26,62949,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1151","Computer User Support Specialists",190,200,10,5.2631578947368418E-2,4,10,2,16,23.09,48021,"Some college, no degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1152","Computer Network Support Specialists",80,90,10,0.125,2,4,1,7,27.64,57506,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"15-1199","Computer Occupations, All Other",50,60,10,0.2,1,3,1,5,28.22,58704,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-1022","Surveyors",60,60,0,0,2,2,0,4,48.1,100054,"Bachelor's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-2051","Civil Engineers",250,280,30,0.12,6,13,2,21,51.57,107264,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-2071","Electrical Engineers",30,30,0,0,1,1,0,2,59.97,124750,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-2081","Environmental Engineers",30,30,0,0,1,1,0,2,39.049999999999997,81227,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-2141","Mechanical Engineers",30,40,10,0.33333333333333331,1,1,0,2,35.020000000000003,72840,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3011","Architectural and Civil Drafters",40,40,0,0,1,2,0,3,17.989999999999998,37430,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3022","Civil Engineering Technicians",80,90,10,0.125,3,5,1,9,27.98,58186,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3023","Electrical and Electronics Engineering Technicians",40,40,0,0,1,2,0,3,28.34,58958,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3025","Environmental Engineering Technicians",60,60,0,0,2,3,0,5,0,0,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3029","Engineering Technicians, Except Drafters, All Other",30,40,10,0.33333333333333331,1,2,0,3,30.95,64381,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"17-3031","Surveying and Mapping Technicians",30,30,0,0,1,2,0,3,30.63,63700,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-1023","Zoologists and Wildlife Biologists",70,80,10,0.14285714285714285,2,5,1,8,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-1029","Biological Scientists, All Other",40,40,0,0,1,2,0,3,32.33,67265,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-1031","Conservation Scientists",40,50,10,0.25,1,3,0,4,39.82,82811,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-1032","Foresters",60,60,0,0,1,4,0,5,35.4,73632,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-1042","Medical Scientists, Except Epidemiologists",40,50,10,0.25,1,3,1,5,46.66,97058,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-2031","Chemists",100,110,10,0.1,3,7,1,11,22.63,47077,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-2041","Environmental Scientists and Specialists, Including Health",190,210,20,0.10526315789473684,4,14,2,20,37.880000000000003,78790,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",50,60,10,0.2,1,4,1,6,46.34,96378,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-3031","Clinical, Counseling, and School Psychologists",100,110,10,0.1,3,4,1,8,52.28,108726,"Doctoral or professional degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-3051","Urban and Regional Planners",110,120,10,9.0909090909090912E-2,2,7,1,10,34.26,71266,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-4021","Biological Technicians",30,30,0,0,1,2,0,3,16.04,33368,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-4091","Environmental Science and Protection Technicians, Including Health",30,40,10,0.33333333333333331,1,3,0,4,17.41,36201,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-4093","Forest and Conservation Technicians",350,370,20,5.7142857142857141E-2,14,27,2,43,16.03,33348,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",40,40,0,0,2,3,0,5,19.850000000000001,41299,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",70,90,20,0.2857142857142857,3,5,1,9,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",340,370,30,8.8235294117647065E-2,13,23,4,40,27.73,57668,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1014","Mental Health Counselors",100,120,20,0.2,4,7,2,13,0,0,"Master's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1015","Rehabilitation Counselors",210,220,10,4.7619047619047616E-2,8,14,1,23,14.25,29642,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1021","Child, Family, and School Social Workers",480,540,60,0.125,18,32,6,56,25.59,53231,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1022","Healthcare Social Workers",140,170,30,0.21428571428571427,6,10,3,19,17.78,36973,"Master's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1023","Mental Health and Substance Abuse Social Workers",90,110,20,0.22222222222222221,4,7,2,13,30.09,62583,"Master's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1029","Social Workers, All Other",90,100,10,0.1111111111111111,3,6,0,9,27.14,56450,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1092","Probation Officers and Correctional Treatment Specialists",120,130,10,8.3333333333333329E-2,4,6,1,11,30.54,63518,"Bachelor's degree","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1093","Social and Human Service Assistants",590,650,60,0.10169491525423729,28,44,6,78,17.600000000000001,36608,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1094","Community Health Workers",50,60,10,0.2,2,4,0,6,19.34,40233,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"21-1099","Community and Social Service Specialists, All Other",130,140,10,7.6923076923076927E-2,6,10,1,17,24,49910,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"23-1011","Lawyers",230,250,20,8.6956521739130432E-2,5,5,1,11,43.84,91189,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"23-1012","Judicial Law Clerks",130,140,10,7.6923076923076927E-2,2,5,1,8,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"23-2011","Paralegals and Legal Assistants",110,130,20,0.18181818181818182,4,8,2,14,25.88,53830,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1011","Business Teachers, Postsecondary",40,50,10,0.25,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1021","Computer Science Teachers, Postsecondary",30,40,10,0.33333333333333331,1,1,0,2,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1022","Mathematical Science Teachers, Postsecondary",60,70,10,0.16666666666666666,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1066","Psychology Teachers, Postsecondary",30,40,10,0.33333333333333331,1,1,0,2,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1072","Nursing Instructors and Teachers, Postsecondary",30,40,10,0.33333333333333331,1,1,1,3,0,0,"Doctoral or professional degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1121","Art, Drama, and Music Teachers, Postsecondary",110,130,20,0.18181818181818182,4,5,1,10,0,96967,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1123","English Language and Literature Teachers, Postsecondary",50,50,0,0,2,2,0,4,0,0,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1191","Graduate Teaching Assistants",340,370,30,8.8235294117647065E-2,13,13,3,29,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1194","Vocational Education Teachers, Postsecondary",60,70,10,0.16666666666666666,2,2,0,4,29.54,61446,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-1199","Postsecondary Teachers, All Other",690,760,70,0.10144927536231885,27,28,6,61,0,67112,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-2011","Preschool Teachers, Except Special Education",560,580,20,3.5714285714285712E-2,24,30,2,56,14.52,30200,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-2021","Elementary School Teachers, Except Special Education",2140,2290,150,7.0093457943925228E-2,73,82,16,171,0,71326,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",840,900,60,7.1428571428571425E-2,26,32,6,64,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-2032","Career/Technical Education Teachers, Secondary School",70,80,10,0.14285714285714285,2,3,0,5,0,52286,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-2054","Special Education Teachers, Secondary School",100,110,10,0.1,3,4,1,8,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-3021","Self-Enrichment Education Teachers",410,500,90,0.21951219512195122,28,21,9,58,16.59,34526,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",90,100,10,0.1111111111111111,6,4,1,11,0,36344,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-3098","Substitute Teachers",1080,1180,100,9.2592592592592587E-2,69,53,10,132,14.14,29398,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-4021","Librarians",130,140,10,7.6923076923076927E-2,7,5,1,13,26.14,54368,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-4031","Library Technicians",80,90,10,0.125,7,4,1,12,20.079999999999998,41756,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-9031","Instructional Coordinators",190,200,10,5.2631578947368418E-2,9,8,2,19,37.57,78140,"Master's degree","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-9041","Teacher Assistants",1570,1690,120,7.6433121019108277E-2,90,74,12,176,0,30342,"Some college, no degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"25-9099","Education, Training, and Library Workers, All Other",70,80,10,0.14285714285714285,3,3,1,7,17.11,35592,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-1014","Multimedia Artists and Animators",30,30,0,0,2,1,0,3,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-1024","Graphic Designers",110,120,10,9.0909090909090912E-2,4,6,1,11,18.12,37684,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-1026","Merchandise Displayers and Window Trimmers",50,60,10,0.2,2,3,0,5,15.11,31429,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-2022","Coaches and Scouts",110,120,10,9.0909090909090912E-2,6,9,2,17,0,40771,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-2041","Music Directors and Composers",60,60,0,0,3,2,0,5,30.4,63243,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3011","Radio and Television Announcers",90,80,-10,-0.1111111111111111,4,4,-1,7,13.78,28667,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3022","Reporters and Correspondents",30,20,-10,-0.33333333333333331,1,2,0,3,18.72,38923,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3031","Public Relations Specialists",100,110,10,0.1,3,7,1,11,24.05,50022,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3041","Editors",60,50,-10,-0.16666666666666666,2,3,-1,4,24.63,51210,"Bachelor's degree","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3043","Writers and Authors",50,50,0,0,2,2,0,4,30.91,64299,"Bachelor's degree","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"27-3091","Interpreters and Translators",40,50,10,0.25,2,2,1,5,23.77,49443,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1021","Dentists, General",110,120,10,9.0909090909090912E-2,2,1,1,4,76.819999999999993,159794,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1031","Dietitians and Nutritionists",60,80,20,0.33333333333333331,2,2,1,5,36.6,76119,"Bachelor's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1051","Pharmacists",150,160,10,6.6666666666666666E-2,4,3,1,8,71.34,148390,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1062","Family and General Practitioners",160,180,20,0.125,2,2,2,6,79.040000000000006,164404,"Doctoral or professional degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1069","Physicians and Surgeons, All Other",120,130,10,8.3333333333333329E-2,2,1,1,4,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1071","Physician Assistants",40,50,10,0.25,1,2,1,4,51.18,106441,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1123","Physical Therapists",110,130,20,0.18181818181818182,2,2,2,6,40.380000000000003,83979,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1126","Respiratory Therapists",100,140,40,0.4,3,3,3,9,37.97,78983,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1127","Speech-Language Pathologists",60,60,0,0,1,2,1,4,47.47,98744,"Master's degree","None","Internship/residency"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1131","Veterinarians",80,100,20,0.25,2,1,2,5,43.79,91087,"Doctoral or professional degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1141","Registered Nurses",2140,2520,380,0.17757009345794392,67,51,38,156,41.82,86985,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-1171","Nurse Practitioners",120,150,30,0.25,3,4,4,11,51.15,106391,"Master's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2011","Medical and Clinical Laboratory Technologists",60,70,10,0.16666666666666666,2,2,1,5,0,0,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2012","Medical and Clinical Laboratory Technicians",100,120,20,0.2,3,3,1,7,0,0,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2021","Dental Hygienists",170,190,20,0.11764705882352941,6,4,2,12,47.55,98907,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2031","Cardiovascular Technologists and Technicians",40,40,0,0,1,1,0,2,28.41,59090,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2032","Diagnostic Medical Sonographers",40,50,10,0.25,1,1,1,3,47.21,98186,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2034","Radiologic Technologists",130,150,20,0.15384615384615385,4,4,1,9,37.07,77104,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2041","Emergency Medical Technicians and Paramedics",180,200,20,0.1111111111111111,3,8,2,13,15.09,31388,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2051","Dietetic Technicians",30,30,0,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2052","Pharmacy Technicians",240,270,30,0.125,8,12,3,23,20.32,42274,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2055","Surgical Technologists",120,130,10,8.3333333333333329E-2,4,6,2,12,28.77,59842,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2056","Veterinary Technologists and Technicians",100,130,30,0.3,4,5,2,11,17.760000000000002,36933,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",390,430,40,0.10256410256410256,14,14,4,32,25.02,52043,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2071","Medical Records and Health Information Technicians",170,190,20,0.11764705882352941,5,5,2,12,16.89,35125,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-2099","Health Technologists and Technicians, All Other",120,150,30,0.25,4,4,3,11,19.03,39593,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"29-9011","Occupational Health and Safety Specialists",30,30,0,0,1,1,0,2,31.29,65071,"Bachelor's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-1011","Home Health Aides",290,390,100,0.34482758620689657,21,17,10,48,12.65,26312,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-1014","Nursing Assistants",560,640,80,0.14285714285714285,36,30,8,74,14.3,29748,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-2022","Physical Therapist Aides",40,50,10,0.25,2,3,1,6,12.66,26343,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-9091","Dental Assistants",380,420,40,0.10526315789473684,20,23,4,47,19.809999999999999,41217,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-9092","Medical Assistants",550,680,130,0.23636363636363636,27,38,13,78,17.27,35930,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-9093","Medical Equipment Preparers",30,40,10,0.33333333333333331,2,2,0,4,20.059999999999999,41721,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-9095","Pharmacy Aides",170,150,-20,-0.11764705882352941,10,11,-1,20,13.09,27238,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"31-9097","Phlebotomists",90,110,20,0.22222222222222221,4,6,2,12,21.65,45033,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-1011","First-Line Supervisors of Correctional Officers",140,130,-10,-7.1428571428571425E-2,4,4,-1,7,47.17,98109,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-1012","First-Line Supervisors of Police and Detectives",50,60,10,0.2,2,2,0,4,59.93,124658,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",60,60,0,0,2,2,0,4,32.29,67148,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",60,70,10,0.16666666666666666,3,3,0,6,30.78,64011,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-2011","Firefighters",540,570,30,5.5555555555555552E-2,12,24,3,39,24.17,50279,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-3012","Correctional Officers and Jailers",920,850,-70,-7.6086956521739135E-2,31,40,-7,64,42.16,87700,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-3021","Detectives and Criminal Investigators",40,40,0,0,1,1,0,2,34.520000000000003,71808,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-3051","Police and Sheriff's Patrol Officers",540,570,30,5.5555555555555552E-2,13,22,3,38,41.61,86537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-9032","Security Guards",690,720,30,4.3478260869565216E-2,42,50,4,96,12.82,26651,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",50,50,0,0,7,5,0,12,11.75,24430,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"33-9099","Protective Service Workers, All Other",60,60,0,0,8,6,0,14,18.21,37874,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-1011","Chefs and Head Cooks",180,200,20,0.1111111111111111,6,17,2,25,19.899999999999999,41391,"High school diploma or equivalent","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",660,720,60,9.0909090909090912E-2,31,66,6,103,15.22,31661,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-2011","Cooks, Fast Food",460,430,-30,-6.5217391304347824E-2,26,36,-3,59,11.58,24100,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-2012","Cooks, Institution and Cafeteria",300,310,10,3.3333333333333333E-2,18,24,1,43,14.84,30869,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-2014","Cooks, Restaurant",1290,1440,150,0.11627906976744186,80,109,15,204,12.38,25746,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-2015","Cooks, Short Order",160,160,0,0,9,13,0,22,12.32,25633,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-2021","Food Preparation Workers",1050,1130,80,7.6190476190476197E-2,87,95,8,190,12.37,25746,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-3011","Bartenders",530,550,20,3.7735849056603772E-2,26,62,2,90,12.57,26158,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",2280,2610,330,0.14473684210526316,217,227,34,478,11.57,24059,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",360,390,30,8.3333333333333329E-2,45,36,3,84,12.09,25139,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-3031","Waiters and Waitresses",2090,2230,140,6.6985645933014357E-2,160,245,13,418,12.06,25067,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-3041","Food Servers, Nonrestaurant",160,170,10,6.25E-2,12,12,2,26,12.05,25057,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",400,420,20,0.05,36,32,3,71,11.98,24934,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-9021","Dishwashers",630,650,20,3.1746031746031744E-2,47,51,3,101,11.98,24923,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",250,270,20,0.08,30,28,2,60,11.95,24872,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",250,280,30,0.12,13,16,3,32,17.29,35960,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",160,180,20,0.125,6,10,2,18,25,51976,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",1580,1760,180,0.11392405063291139,109,105,18,232,13.02,27094,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-2012","Maids and Housekeeping Cleaners",1550,1700,150,9.6774193548387094E-2,120,91,15,226,11.66,24275,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-2021","Pest Control Workers",50,60,10,0.2,2,6,1,9,17.260000000000002,35899,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"37-3011","Landscaping and Groundskeeping Workers",1340,1520,180,0.13432835820895522,67,102,17,186,13.34,27742,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-1011","Gaming Supervisors",100,100,0,0,5,11,1,17,0,0,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-1012","Slot Supervisors",40,50,10,0.25,2,5,0,7,0,0,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-1021","First-Line Supervisors of Personal Service Workers",180,200,20,0.1111111111111111,9,9,2,20,15.72,32700,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-2021","Nonfarm Animal Caretakers",240,290,50,0.20833333333333334,18,21,6,45,12.7,26425,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-3011","Gaming Dealers",170,180,10,5.8823529411764705E-2,10,15,1,26,11.69,24316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-3091","Amusement and Recreation Attendants",370,420,50,0.13513513513513514,41,47,5,93,11.67,24275,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-5092","Manicurists and Pedicurists",120,140,20,0.16666666666666666,8,6,2,16,11.76,24440,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-6011","Baggage Porters and Bellhops",30,30,0,0,1,2,0,3,12.94,26909,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-9011","Childcare Workers",840,890,50,5.9523809523809521E-2,70,53,5,128,11.92,24790,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-9021","Personal Care Aides",6990,9240,2250,0.32188841201716739,648,488,225,1361,11.62,24172,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-9032","Recreation Workers",500,510,10,0.02,33,50,1,84,11.87,24687,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"39-9041","Residential Advisors",50,60,10,0.2,4,6,1,11,15.06,31332,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-1011","First-Line Supervisors of Retail Sales Workers",1340,1440,100,7.4626865671641784E-2,51,94,10,155,17.61,36642,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",160,180,20,0.125,6,9,2,17,25.91,53883,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-2011","Cashiers",4150,4160,10,2.4096385542168677E-3,390,380,1,771,11.47,23853,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-2012","Gaming Change Persons and Booth Cashiers",160,170,10,6.25E-2,15,15,2,32,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-2021","Counter and Rental Clerks",770,850,80,0.1038961038961039,42,59,8,109,13.88,28884,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-2022","Parts Salespersons",110,120,10,9.0909090909090912E-2,5,9,1,15,17.09,35547,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-2031","Retail Salespersons",3360,3540,180,5.3571428571428568E-2,218,274,18,510,12.33,25661,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-3011","Advertising Sales Agents",80,60,-20,-0.25,3,6,-2,7,19.32,40175,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",120,120,0,0,3,8,1,12,20.55,42737,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-3099","Sales Representatives, Services, All Other",310,360,50,0.16129032258064516,10,29,5,44,21.09,43873,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",30,30,0,0,1,2,0,3,16.97,35309,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",480,520,40,8.3333333333333329E-2,16,33,4,53,26.98,56125,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-9011","Demonstrators and Product Promoters",260,300,40,0.15384615384615385,28,19,3,50,16.829999999999998,35010,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-9021","Real Estate Brokers",60,60,0,0,3,2,0,5,0,0,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-9022","Real Estate Sales Agents",190,200,10,5.2631578947368418E-2,10,8,1,19,31.67,65877,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"41-9099","Sales and Related Workers, All Other",80,90,10,0.125,5,7,1,13,14.55,30268,"High school diploma or equivalent","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",1070,1120,50,4.6728971962616821E-2,43,63,5,111,23.93,49777,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-2011","Switchboard Operators, Including Answering Service",80,60,-20,-0.25,4,5,-2,7,13.5,28087,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3011","Bill and Account Collectors",150,150,0,0,6,10,0,16,20.28,42172,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3021","Billing and Posting Clerks",420,470,50,0.11904761904761904,19,24,5,48,17.37,36123,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",1610,1600,-10,-6.2111801242236021E-3,99,77,0,176,18.89,39285,"Some college, no degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3041","Gaming Cage Workers",120,120,0,0,7,11,1,19,12.24,25467,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3051","Payroll and Timekeeping Clerks",190,190,0,0,8,10,0,18,23.1,48047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3071","Tellers",420,390,-30,-7.1428571428571425E-2,21,26,-3,44,12.81,26634,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-3099","Financial Clerks, All Other",30,30,0,0,1,2,0,3,16.329999999999998,33953,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4051","Customer Service Representatives",670,720,50,7.4626865671641784E-2,36,52,5,93,21.12,43933,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4061","Eligibility Interviewers, Government Programs",160,170,10,6.25E-2,6,8,1,15,19.72,41026,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4071","File Clerks",90,80,-10,-0.1111111111111111,5,5,-1,9,16.2,33717,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",390,420,30,7.6923076923076927E-2,22,40,3,65,11.8,24556,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4111","Interviewers, Except Eligibility and Loan",120,130,10,8.3333333333333329E-2,6,8,1,15,18.05,37545,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4121","Library Assistants, Clerical",50,60,10,0.2,4,3,0,7,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4141","New Accounts Clerks",90,90,0,0,4,6,-1,9,17.28,35938,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4151","Order Clerks",110,110,0,0,5,7,0,12,14.73,30626,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",80,70,-10,-0.125,3,5,0,8,20.420000000000002,42479,"Associate's degree","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4171","Receptionists and Information Clerks",760,810,50,6.5789473684210523E-2,49,52,6,107,13.95,29019,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-4199","Information and Record Clerks, All Other",120,130,10,8.3333333333333329E-2,6,8,1,15,15.55,32346,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5021","Couriers and Messengers",40,40,0,0,2,2,0,4,12.46,25907,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5031","Police, Fire, and Ambulance Dispatchers",110,120,10,9.0909090909090912E-2,4,6,0,10,25.14,52285,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",110,120,10,9.0909090909090912E-2,4,6,1,11,19.649999999999999,40882,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5041","Meter Readers, Utilities",30,30,0,0,1,1,0,2,24.05,50033,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5051","Postal Service Clerks",50,50,0,0,2,1,0,3,21.72,45171,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5052","Postal Service Mail Carriers",80,90,10,0.125,3,2,0,5,20.71,43063,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5061","Production, Planning, and Expediting Clerks",70,70,0,0,2,5,0,7,25.31,52664,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5071","Shipping, Receiving, and Traffic Clerks",360,370,10,2.7777777777777776E-2,14,22,1,37,14.72,30605,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5081","Stock Clerks and Order Fillers",1670,1770,100,5.9880239520958084E-2,94,122,10,226,11.85,24648,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",140,140,0,0,6,8,0,14,12.72,26470,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",390,320,-70,-0.17948717948717949,19,18,-7,30,22.6,47024,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-6013","Medical Secretaries",480,580,100,0.20833333333333334,28,28,9,65,17.8,37034,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",1790,1700,-90,-5.027932960893855E-2,94,92,-9,177,18.13,37709,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-9021","Data Entry Keyers",80,60,-20,-0.25,4,4,-2,6,15.45,32141,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-9041","Insurance Claims and Policy Processing Clerks",170,200,30,0.17647058823529413,8,10,3,21,15.92,33103,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-9061","Office Clerks, General",1760,1760,0,0,103,100,0,203,16.510000000000002,34342,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"43-9199","Office and Administrative Support Workers, All Other",210,230,20,9.5238095238095233E-2,10,14,2,26,15.92,33103,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",150,170,20,0.13333333333333333,5,16,1,22,21.14,43961,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-2011","Agricultural Inspectors",40,40,0,0,2,3,0,5,16.05,33386,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-2091","Agricultural Equipment Operators",210,260,50,0.23809523809523808,8,27,5,40,15.95,33172,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",2050,2370,320,0.15609756097560976,81,251,32,364,12.23,25457,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-4011","Forest and Conservation Workers",320,310,-10,-3.125E-2,13,35,-1,47,10.57,21976,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"45-4022","Logging Equipment Operators",460,520,60,0.13043478260869565,17,45,6,68,19.690000000000001,40938,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",190,220,30,0.15789473684210525,6,13,2,21,33.06,68766,"High school diploma or equivalent","≥5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2031","Carpenters",790,890,100,0.12658227848101267,29,46,10,85,27.54,57285,"High school diploma or equivalent","None","Apprenticeship"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2042","Floor Layers, Except Carpet, Wood, and Hard Tiles",60,70,10,0.16666666666666666,2,3,1,6,20.64,42923,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2044","Tile and Marble Setters",70,80,10,0.14285714285714285,2,4,1,7,27.34,56868,"No formal educational credential","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2051","Cement Masons and Concrete Finishers",90,110,20,0.22222222222222221,4,7,2,13,22.67,47137,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2061","Construction Laborers",600,700,100,0.16666666666666666,23,43,10,76,17.440000000000001,36266,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",40,40,0,0,1,3,0,4,23.74,49366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",450,500,50,0.1111111111111111,18,33,5,56,24.03,49987,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2081","Drywall and Ceiling Tile Installers",40,40,0,0,1,2,0,3,26.75,55636,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2111","Electricians",260,290,30,0.11538461538461539,10,20,4,34,29.74,61855,"High school diploma or equivalent","None","Apprenticeship"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2141","Painters, Construction and Maintenance",260,290,30,0.11538461538461539,9,14,3,26,25.88,53824,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2151","Pipelayers",30,30,0,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2181","Roofers",200,240,40,0.2,6,15,4,25,20.3,42221,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-2211","Sheet Metal Workers",30,30,0,0,1,2,0,3,21.5,44714,"High school diploma or equivalent","None","Apprenticeship"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-4011","Construction and Building Inspectors",50,60,10,0.2,3,3,0,6,28.48,59239,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-4051","Highway Maintenance Workers",150,160,10,6.6666666666666666E-2,7,9,1,17,20.100000000000001,41814,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"47-5021","Earth Drillers, Except Oil and Gas",40,40,0,0,1,3,0,4,32.4,67382,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",340,380,40,0.11764705882352941,12,18,3,33,30.7,63856,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",170,170,0,0,6,12,0,18,26.37,54849,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3011","Aircraft Mechanics and Service Technicians",50,60,10,0.2,2,2,1,5,22.89,47618,"Postsecondary non-degree award","None","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3021","Automotive Body and Related Repairers",110,110,0,0,4,7,1,12,24.8,51589,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3023","Automotive Service Technicians and Mechanics",760,820,60,7.8947368421052627E-2,25,48,6,79,20.99,43658,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",250,280,30,0.12,8,15,3,26,22.06,45882,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3041","Farm Equipment Mechanics and Service Technicians",50,50,0,0,2,3,1,6,22.67,47151,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",90,100,10,0.1111111111111111,3,6,1,10,24.19,50309,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3052","Motorcycle Mechanics",30,30,0,0,1,2,0,3,0,0,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-3093","Tire Repairers and Changers",210,210,0,0,8,18,0,26,12.9,26820,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",40,40,0,0,1,2,0,3,38.22,79496,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",200,260,60,0.3,6,16,5,27,23.66,49223,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9041","Industrial Machinery Mechanics",100,110,10,0.1,3,5,1,9,32.57,67746,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9043","Maintenance Workers, Machinery",50,50,0,0,2,3,0,5,23.74,49375,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9044","Millwrights",50,50,0,0,2,3,0,5,23.25,48359,"High school diploma or equivalent","None","Apprenticeship"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9071","Maintenance and Repair Workers, General",1600,1750,150,9.375E-2,68,93,15,176,16.829999999999998,34995,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",80,80,0,0,3,5,0,8,15.09,31380,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",70,70,0,0,3,5,1,9,14.47,30110,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",60,70,10,0.16666666666666666,2,4,1,7,20.010000000000002,41616,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-1011","First-Line Supervisors of Production and Operating Workers",350,370,20,5.7142857142857141E-2,12,23,1,36,26.24,54596,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-2092","Team Assemblers",140,120,-20,-0.14285714285714285,6,9,-2,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-3011","Bakers",280,290,10,3.5714285714285712E-2,18,22,1,41,13.32,27687,"No formal educational credential","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-3021","Butchers and Meat Cutters",260,270,10,3.8461538461538464E-2,12,20,2,34,17.149999999999999,35681,"No formal educational credential","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-3022","Meat, Poultry, and Fish Cutters and Trimmers",100,100,0,0,5,8,0,13,12.7,26418,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-3092","Food Batchmakers",110,110,0,0,6,9,0,15,12.99,27022,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",40,40,0,0,1,3,0,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-4041","Machinists",60,60,0,0,2,4,0,6,20.53,42702,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-4121","Welders, Cutters, Solderers, and Brazers",180,200,20,0.1111111111111111,5,15,2,22,18.440000000000001,38373,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-5112","Printing Press Operators",40,40,0,0,2,3,0,5,15.96,33194,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-6011","Laundry and Dry-Cleaning Workers",120,120,0,0,8,8,1,17,11.69,24299,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-6031","Sewing Machine Operators",50,50,0,0,3,2,0,5,12.07,25108,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-6051","Sewers, Hand",40,40,0,0,3,1,0,4,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",140,120,-20,-0.14285714285714285,12,5,-1,16,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-7011","Cabinetmakers and Bench Carpenters",110,120,10,9.0909090909090912E-2,5,6,0,11,19.440000000000001,40430,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",140,140,0,0,6,10,0,16,14.09,29314,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",180,180,0,0,7,12,0,19,19.600000000000001,40768,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",370,350,-20,-5.4054054054054057E-2,10,19,-2,27,21.65,45036,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",210,240,30,0.14285714285714285,6,18,3,27,17.05,35456,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",60,60,0,0,2,4,0,6,20.83,43327,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9111","Packaging and Filling Machine Operators and Tenders",200,230,30,0.15,10,14,3,27,13.1,27257,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9122","Painters, Transportation Equipment",40,40,0,0,1,3,0,4,20.88,43429,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9198","Helpers--Production Workers",200,200,0,0,11,19,0,30,13.12,27288,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"51-9199","Production Workers, All Other",120,130,10,8.3333333333333329E-2,5,9,1,15,10.53,21904,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",90,100,10,0.1111111111111111,3,6,1,10,0,0,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",120,130,10,8.3333333333333329E-2,4,8,1,13,0,0,"High school diploma or equivalent","<5 years","None"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-2012","Commercial Pilots",90,110,20,0.22222222222222221,3,6,2,11,0,106975,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3011","Ambulance Drivers and Attendants, Except Emergency Medical Technicians",40,40,0,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3021","Bus Drivers, Transit and Intercity",230,250,20,8.6956521739130432E-2,19,10,2,31,17.940000000000001,37321,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3022","Bus Drivers, School or Special Client",350,370,20,5.7142857142857141E-2,28,15,1,44,15.44,32126,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3031","Driver/Sales Workers",360,410,50,0.1388888888888889,16,24,5,45,13.52,28138,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",1190,1370,180,0.15126050420168066,54,80,18,152,21.44,44604,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3033","Light Truck or Delivery Services Drivers",680,770,90,0.13235294117647059,31,46,9,86,18.72,38923,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-3041","Taxi Drivers and Chauffeurs",80,100,20,0.25,5,4,1,10,13.25,27560,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-6031","Automotive and Watercraft Service Attendants",50,50,0,0,3,5,0,8,12.39,25752,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7032","Excavating and Loading Machine and Dragline Operators",50,60,10,0.2,2,4,1,7,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7051","Industrial Truck and Tractor Operators",290,330,40,0.13793103448275862,11,23,4,38,17.68,36774,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7061","Cleaners of Vehicles and Equipment",170,190,20,0.11764705882352941,9,15,2,26,11.96,24874,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",970,1060,90,9.2783505154639179E-2,50,87,9,146,12.94,26930,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7063","Machine Feeders and Offbearers",70,70,0,0,4,5,0,9,12.19,25339,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7064","Packers and Packagers, Hand",440,410,-30,-6.8181818181818177E-2,29,35,-3,61,12,24967,"No formal educational credential","None","Short-term on-the-job training"]
["Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region",4,"53-7081","Refuse and Recyclable Material Collectors",140,150,10,7.1428571428571425E-2,7,11,1,19,22.23,46236,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-1011","Chief Executives",3540,3380,-160,-4.519774011299435E-2,100,142,-16,226,69.099999999999994,143722,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-1021","General and Operations Managers",16040,18360,2320,0.14463840399002495,356,1026,232,1614,48.66,101214,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-1031","Legislators",270,280,10,3.7037037037037035E-2,8,12,1,21,0,107736,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-2011","Advertising and Promotions Managers",190,210,20,0.10526315789473684,5,14,2,21,41.46,86231,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-2021","Marketing Managers",1250,1340,90,7.1999999999999995E-2,30,79,9,118,59.73,124229,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-2022","Sales Managers",2980,3320,340,0.11409395973154363,72,191,34,297,47.91,99642,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-2031","Public Relations and Fundraising Managers",480,540,60,0.125,11,29,6,46,62.28,129536,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",2200,2530,330,0.15,71,116,33,220,46.68,97111,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",2250,2440,190,8.4444444444444447E-2,41,128,19,188,60,124800,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",610,650,40,6.5573770491803282E-2,15,29,3,47,48.8,101490,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3061","Purchasing Managers",360,390,30,8.3333333333333329E-2,11,18,3,32,55.78,116013,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",760,900,140,0.18421052631578946,19,43,14,76,46.11,95917,"High school diploma or equivalent","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3111","Compensation and Benefits Managers",110,120,10,9.0909090909090912E-2,3,5,1,9,63.04,131128,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3121","Human Resources Managers",830,920,90,0.10843373493975904,22,47,10,79,52.32,108818,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-3131","Training and Development Managers",170,190,20,0.11764705882352941,5,11,2,18,53.21,110675,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",4790,4810,20,4.1753653444676405E-3,280,71,2,353,32.08,66728,"High school diploma or equivalent","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9021","Construction Managers",3340,4050,710,0.21257485029940121,85,164,70,319,46.89,97519,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",340,410,70,0.20588235294117646,10,17,6,33,23.11,48061,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",1390,1530,140,0.10071942446043165,41,66,14,121,0,113257,"Master's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",950,1060,110,0.11578947368421053,28,46,12,86,60.37,125576,"Master's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9039","Education Administrators, All Other",190,220,30,0.15789473684210525,6,9,3,18,43.31,90089,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9041","Architectural and Engineering Managers",1320,1420,100,7.575757575757576E-2,28,66,10,104,73.33,152530,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9051","Food Service Managers",2320,2730,410,0.17672413793103448,80,186,41,307,19.690000000000001,40947,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9061","Funeral Service Managers",120,130,10,8.3333333333333329E-2,3,5,1,9,47.6,99009,"Associate's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9081","Lodging Managers",330,430,100,0.30303030303030304,13,25,11,49,20.420000000000002,42488,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",2110,2630,520,0.24644549763033174,64,116,52,232,60.91,126688,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9121","Natural Sciences Managers",550,590,40,7.2727272727272724E-2,13,32,4,49,63.27,131598,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",3240,3790,550,0.16975308641975309,146,118,55,319,28.82,59951,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",1820,2360,540,0.2967032967032967,69,109,53,231,0,0,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9161","Emergency Management Directors",180,180,0,0,7,6,1,14,55.64,115727,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"11-9199","Managers, All Other",6160,6660,500,8.1168831168831168E-2,173,269,50,492,49.12,102173,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",980,990,10,1.020408163265306E-2,39,71,1,111,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",1460,1400,-60,-4.1095890410958902E-2,42,79,-6,115,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1031","Claims Adjusters, Examiners, and Investigators",3730,3580,-150,-4.0214477211796246E-2,92,203,-16,279,37.76,78536,"High school diploma or equivalent","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1041","Compliance Officers",1950,2100,150,7.6923076923076927E-2,57,102,15,174,35.03,72872,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1051","Cost Estimators",1740,2080,340,0.19540229885057472,60,124,34,218,33.020000000000003,68677,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",2780,3100,320,0.11510791366906475,85,193,32,310,33.81,70330,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1075","Labor Relations Specialists",1010,990,-20,-1.9801980198019802E-2,29,66,-2,93,38.44,79944,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1081","Logisticians",360,400,40,0.1111111111111111,9,26,4,39,40.369999999999997,83966,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1111","Management Analysts",22320,23660,1340,6.0035842293906808E-2,738,1188,134,2060,34.36,71484,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1121","Meeting, Convention, and Event Planners",580,660,80,0.13793103448275862,24,47,8,79,26.24,54572,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1131","Fundraisers",540,650,110,0.20370370370370369,18,39,11,68,30.66,63768,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1141","Compensation, Benefits, and Job Analysis Specialists",2030,2030,0,0,52,110,0,162,32.130000000000003,66830,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",1590,1790,200,0.12578616352201258,52,109,20,181,38.659999999999997,80414,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",3030,3800,770,0.25412541254125415,91,234,76,401,29.47,61288,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",10280,11400,1120,0.10894941634241245,340,625,112,1077,36.630000000000003,76189,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",11890,12880,990,8.3263246425567705E-2,366,713,99,1178,33.85,70422,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2021","Appraisers and Assessors of Real Estate",450,480,30,6.6666666666666666E-2,16,13,3,32,39.42,81996,"Bachelor's degree","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2031","Budget Analysts",620,660,40,6.4516129032258063E-2,17,29,4,50,34.369999999999997,71494,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2041","Credit Analysts",330,380,50,0.15151515151515152,8,20,5,33,31.97,66483,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2051","Financial Analysts",1350,1470,120,8.8888888888888892E-2,28,89,12,129,41.88,87089,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2053","Insurance Underwriters",930,900,-30,-3.2258064516129031E-2,24,49,-3,70,37.42,77832,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2061","Financial Examiners",330,370,40,0.12121212121212122,10,16,4,30,41.47,86252,"Bachelor's degree","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2071","Credit Counselors",170,190,20,0.11764705882352941,4,10,2,16,24.03,49979,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2081","Tax Examiners and Collectors, and Revenue Agents",3140,3220,80,2.5477707006369428E-2,95,124,8,227,24.58,51112,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2082","Tax Preparers",800,900,100,0.125,46,42,11,99,23.57,49020,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"13-2099","Financial Specialists, All Other",980,1080,100,0.10204081632653061,32,53,11,96,33.4,69473,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",8180,8270,90,1.1002444987775062E-2,150,367,9,526,40.99,85269,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1122","Information Security Analysts",280,350,70,0.25,6,15,6,27,55.54,115509,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1131","Computer Programmers",3680,3310,-370,-0.10054347826086957,61,156,-37,180,41.46,86244,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1132","Software Developers, Applications",4150,5420,1270,0.30602409638554218,66,235,127,428,47.81,99435,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1133","Software Developers, Systems Software",6470,6560,90,1.3910355486862442E-2,89,320,9,418,45.51,94662,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1134","Web Developers",790,900,110,0.13924050632911392,16,43,11,70,0,0,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1141","Database Administrators",730,880,150,0.20547945205479451,17,33,15,65,40.86,84995,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",1780,1930,150,8.4269662921348312E-2,26,87,15,128,43.5,90488,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1143","Computer Network Architects",690,750,60,8.6956521739130432E-2,10,36,6,52,59.34,123430,"Bachelor's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1151","Computer User Support Specialists",3410,3820,410,0.12023460410557185,74,186,41,301,26.82,55780,"Some college, no degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",890,940,50,5.6179775280898875E-2,18,47,5,70,35.1,73012,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",1400,1610,210,0.15,29,70,21,120,44.89,93372,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-2011","Actuaries",100,110,10,0.1,1,5,1,7,54.87,114128,"Bachelor's degree","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",1240,1440,200,0.16129032258064516,28,50,19,97,33.380000000000003,69428,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"15-2041","Statisticians",1110,1400,290,0.26126126126126126,26,65,29,120,36.06,74992,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-1011","Architects, Except Landscape and Naval",1020,1100,80,7.8431372549019607E-2,27,47,8,82,45.4,94428,"Bachelor's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-1012","Landscape Architects",160,170,10,6.25E-2,4,7,1,12,44.35,92245,"Bachelor's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-1021","Cartographers and Photogrammetrists",190,230,40,0.21052631578947367,6,9,4,19,40.26,83746,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-1022","Surveyors",390,430,40,0.10256410256410256,12,17,4,33,45.23,94083,"Bachelor's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2011","Aerospace Engineers",260,250,-10,-3.8461538461538464E-2,6,9,-1,14,49.42,102796,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2031","Biomedical Engineers",290,320,30,0.10344827586206896,7,13,3,23,36.090000000000003,75063,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2041","Chemical Engineers",180,200,20,0.1111111111111111,4,8,2,14,33.24,69133,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2051","Civil Engineers",4540,4960,420,9.2511013215859028E-2,103,234,42,379,55.74,115946,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2061","Computer Hardware Engineers",1440,1430,-10,-6.9444444444444441E-3,28,61,-1,88,60.11,125014,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",1480,1670,190,0.12837837837837837,36,63,19,118,55.6,115641,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2072","Electronics Engineers, Except Computer",1190,1310,120,0.10084033613445378,28,50,12,90,52.44,109071,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2081","Environmental Engineers",1060,1120,60,5.6603773584905662E-2,25,45,5,75,53.62,111529,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",230,250,20,8.6956521739130432E-2,6,10,2,18,55.26,114951,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2112","Industrial Engineers",620,700,80,0.12903225806451613,15,27,8,50,40.299999999999997,83827,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2141","Mechanical Engineers",1380,1590,210,0.15217391304347827,30,62,21,113,47.01,97769,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2151","Mining and Geological Engineers, Including Mining Safety Engineers",140,150,10,7.1428571428571425E-2,2,8,1,11,0,0,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-2199","Engineers, All Other",920,1010,90,9.7826086956521743E-2,22,39,9,70,46.11,95911,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3011","Architectural and Civil Drafters",1070,1180,110,0.10280373831775701,33,61,12,106,31.3,65091,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3012","Electrical and Electronics Drafters",210,240,30,0.14285714285714285,7,12,3,22,32.700000000000003,68016,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3013","Mechanical Drafters",190,240,50,0.26315789473684209,6,12,5,23,27.47,57140,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",610,650,40,6.5573770491803282E-2,20,33,4,57,31.56,65640,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3023","Electrical and Electronics Engineering Technicians",930,1000,70,7.5268817204301078E-2,31,51,7,89,32.61,67813,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3025","Environmental Engineering Technicians",140,160,20,0.14285714285714285,5,8,2,15,21.98,45737,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3026","Industrial Engineering Technicians",120,120,0,0,4,6,0,10,27.05,56267,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3027","Mechanical Engineering Technicians",130,140,10,7.6923076923076927E-2,4,7,1,12,30.78,64025,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3029","Engineering Technicians, Except Drafters, All Other",330,360,30,9.0909090909090912E-2,11,18,3,32,28.4,59080,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",300,330,30,0.1,10,22,3,35,29.95,62289,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1012","Food Scientists and Technologists",350,380,30,8.5714285714285715E-2,10,26,3,39,30.28,62979,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1013","Soil and Plant Scientists",750,820,70,9.3333333333333338E-2,21,57,6,84,35.200000000000003,73205,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1021","Biochemists and Biophysicists",260,290,30,0.11538461538461539,6,18,3,27,32.89,68422,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1022","Microbiologists",150,160,10,6.6666666666666666E-2,3,10,2,15,35.6,74058,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1023","Zoologists and Wildlife Biologists",290,320,30,0.10344827586206896,6,20,3,29,31.54,65599,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",510,560,50,9.8039215686274508E-2,11,34,5,50,38.06,79156,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1031","Conservation Scientists",210,230,20,9.5238095238095233E-2,4,13,2,19,30.13,62665,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1041","Epidemiologists",110,110,0,0,2,7,0,9,40.159999999999997,83543,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1042","Medical Scientists, Except Epidemiologists",840,970,130,0.15476190476190477,17,58,12,87,49.99,103974,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-1099","Life Scientists, All Other",180,190,10,5.5555555555555552E-2,3,12,2,17,29.13,60593,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-2031","Chemists",490,550,60,0.12244897959183673,13,32,6,51,35.89,74637,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-2041","Environmental Scientists and Specialists, Including Health",2690,2850,160,5.9479553903345722E-2,60,190,17,267,41.06,85401,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",460,500,40,8.6956521739130432E-2,10,33,4,47,48.56,101009,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-2043","Hydrologists",120,130,10,8.3333333333333329E-2,3,9,1,13,43.08,89605,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-2099","Physical Scientists, All Other",100,110,10,0.1,2,6,1,9,42.05,87472,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3011","Economists",210,230,20,9.5238095238095233E-2,3,12,2,17,34.799999999999997,72393,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3022","Survey Researchers",230,240,10,4.3478260869565216E-2,7,14,1,22,0,0,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3031","Clinical, Counseling, and School Psychologists",2040,2350,310,0.15196078431372548,55,84,30,169,49.71,103395,"Doctoral or professional degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3039","Psychologists, All Other",360,430,70,0.19444444444444445,10,15,6,31,58.5,121684,"Master's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3041","Sociologists",160,170,10,6.25E-2,5,10,1,16,41.97,87300,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3051","Urban and Regional Planners",680,740,60,8.8235294117647065E-2,14,43,6,63,36.03,74942,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3091","Anthropologists and Archeologists",120,140,20,0.16666666666666666,4,8,1,13,36,74870,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-3099","Social Scientists and Related Workers, All Other",530,580,50,9.4339622641509441E-2,16,34,5,55,36.020000000000003,74931,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4011","Agricultural and Food Science Technicians",230,250,20,8.6956521739130432E-2,7,17,2,26,0,0,"Associate's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4021","Biological Technicians",400,440,40,0.1,11,29,4,44,21.44,44579,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4031","Chemical Technicians",200,200,0,0,7,12,1,20,21.64,45016,"Associate's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4061","Social Science Research Assistants",100,100,0,0,4,7,0,11,26.33,54764,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4091","Environmental Science and Protection Technicians, Including Health",400,430,30,7.4999999999999997E-2,17,31,4,52,23.74,49382,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4093","Forest and Conservation Technicians",660,700,40,6.0606060606060608E-2,27,51,4,82,15.47,32160,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",230,260,30,0.13043478260869565,10,18,3,31,25.31,52642,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",860,1070,210,0.2441860465116279,35,63,21,119,0,0,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",1510,1730,220,0.14569536423841059,60,106,21,187,29.86,62116,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1013","Marriage and Family Therapists",1070,1430,360,0.3364485981308411,46,82,35,163,22.17,46112,"Master's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",1920,2430,510,0.265625,80,142,51,273,0,0,"Master's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1015","Rehabilitation Counselors",1140,1420,280,0.24561403508771928,47,84,28,159,15.36,31947,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1021","Child, Family, and School Social Workers",2260,2840,580,0.25663716814159293,92,162,59,313,22.4,46590,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",1390,1810,420,0.30215827338129497,57,102,42,201,32.630000000000003,67864,"Master's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1023","Mental Health and Substance Abuse Social Workers",1040,1320,280,0.26923076923076922,42,75,28,145,17.989999999999998,37430,"Master's degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",760,800,40,5.2631578947368418E-2,28,50,4,82,36.020000000000003,74911,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1091","Health Educators",510,630,120,0.23529411764705882,26,42,12,80,25.05,52094,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",910,940,30,3.2967032967032968E-2,28,49,3,80,50.15,104319,"Bachelor's degree","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1093","Social and Human Service Assistants",5570,6890,1320,0.23698384201077199,278,446,132,856,18.43,38324,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1094","Community Health Workers",870,1120,250,0.28735632183908044,45,74,25,144,15.01,31226,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",1030,1230,200,0.1941747572815534,51,84,20,155,25.04,52083,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-2011","Clergy",880,950,70,7.9545454545454544E-2,42,56,7,105,26.09,54256,"Bachelor's degree","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"21-2099","Religious Workers, All Other",140,150,10,7.1428571428571425E-2,10,10,1,21,15.4,32048,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-1011","Lawyers",6450,6960,510,7.9069767441860464E-2,133,145,51,329,59.36,123491,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-1012","Judicial Law Clerks",120,120,0,0,2,4,0,6,30.9,64269,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",260,270,10,3.8461538461538464E-2,5,6,1,12,64.650000000000006,134478,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-1023","Judges, Magistrate Judges, and Magistrates",110,110,0,0,2,2,0,4,90.38,187983,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-2011","Paralegals and Legal Assistants",1680,1960,280,0.16666666666666666,60,121,28,209,26.39,54896,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-2091","Court Reporters",190,190,0,0,7,8,0,15,37.97,78973,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-2093","Title Examiners, Abstractors, and Searchers",510,570,60,0.11764705882352941,19,25,6,50,27.83,57892,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"23-2099","Legal Support Workers, All Other",290,310,20,6.8965517241379309E-2,11,14,2,27,27.38,56947,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1011","Business Teachers, Postsecondary",350,420,70,0.2,14,15,6,35,0,118353,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1021","Computer Science Teachers, Postsecondary",230,250,20,8.6956521739130432E-2,9,9,2,20,0,108411,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1022","Mathematical Science Teachers, Postsecondary",390,430,40,0.10256410256410256,15,16,4,35,0,103304,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1032","Engineering Teachers, Postsecondary",290,340,50,0.17241379310344829,12,12,5,29,0,126365,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1042","Biological Science Teachers, Postsecondary",410,490,80,0.1951219512195122,16,17,7,40,0,115682,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1051","Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",110,120,10,9.0909090909090912E-2,4,4,1,9,0,98409,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1052","Chemistry Teachers, Postsecondary",120,130,10,8.3333333333333329E-2,5,5,1,11,0,99861,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1054","Physics Teachers, Postsecondary",140,150,10,7.1428571428571425E-2,5,6,2,13,0,127390,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1063","Economics Teachers, Postsecondary",110,120,10,9.0909090909090912E-2,4,4,1,9,0,152625,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1066","Psychology Teachers, Postsecondary",200,230,30,0.15,8,8,3,19,0,95556,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1071","Health Specialties Teachers, Postsecondary",390,470,80,0.20512820512820512,16,16,8,40,0,127695,"Doctoral or professional degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1081","Education Teachers, Postsecondary",290,320,30,0.10344827586206896,11,12,3,26,0,94114,"Doctoral or professional degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1111","Criminal Justice and Law Enforcement Teachers, Postsecondary",110,130,20,0.18181818181818182,4,4,2,10,0,104431,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1112","Law Teachers, Postsecondary",100,110,10,0.1,4,4,2,10,0,146674,"Doctoral or professional degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1121","Art, Drama, and Music Teachers, Postsecondary",320,360,40,0.125,12,13,4,29,0,96977,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1123","English Language and Literature Teachers, Postsecondary",460,520,60,0.13043478260869565,18,19,6,43,0,94774,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1124","Foreign Language and Literature Teachers, Postsecondary",190,210,20,0.10526315789473684,7,8,2,17,0,78577,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1125","History Teachers, Postsecondary",100,120,20,0.2,4,4,1,9,0,97454,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1191","Graduate Teaching Assistants",3230,3550,320,9.9071207430340563E-2,124,129,32,285,0,44305,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1193","Recreation and Fitness Studies Teachers, Postsecondary",100,110,10,0.1,4,4,1,9,0,88488,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",650,650,0,0,24,25,1,50,31.67,65884,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-1199","Postsecondary Teachers, All Other",2910,3270,360,0.12371134020618557,113,118,36,267,0,0,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",3050,3610,560,0.18360655737704917,143,178,55,376,13.92,28951,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",1280,1410,130,0.1015625,58,72,13,143,0,76780,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-2021","Elementary School Teachers, Except Special Education",7110,7800,690,9.7046413502109699E-2,246,276,70,592,0,71997,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",3280,3610,330,0.10060975609756098,114,128,33,275,0,74190,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-2032","Career/Technical Education Teachers, Secondary School",160,170,10,6.25E-2,5,6,1,12,0,82080,"Bachelor's degree","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",1650,1940,290,0.17575757575757575,109,84,29,222,20.3,42223,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"25-9031","Instructional Coordinators",1660,1840,180,0.10843373493975904,83,72,17,172,41.26,85817,"Master's degree","≥5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"27-1021","Commercial and Industrial Designers",100,110,10,0.1,4,6,1,11,31.13,64756,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"27-1027","Set and Exhibit Designers",110,130,20,0.18181818181818182,4,7,2,13,24.17,50266,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"27-3011","Radio and Television Announcers",350,320,-30,-8.5714285714285715E-2,14,18,-3,29,24.47,50905,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"27-3091","Interpreters and Translators",970,1220,250,0.25773195876288657,50,48,25,123,24.32,50580,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-1021","Dentists, General",790,900,110,0.13924050632911392,16,6,11,33,48.95,101801,"Doctoral or professional degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-1067","Surgeons",450,510,60,0.13333333333333333,7,5,6,18,0,0,"Doctoral or professional degree","None","Internship/residency"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-1125","Recreational Therapists",100,110,10,0.1,3,3,1,7,34.840000000000003,72474,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-1141","Registered Nurses",19090,23170,4080,0.21372446306967,605,459,408,1472,58.84,122374,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",650,910,260,0.4,15,22,26,63,59.32,123390,"Master's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-2032","Diagnostic Medical Sonographers",440,570,130,0.29545454545454547,13,12,13,38,50.86,105791,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-2041","Emergency Medical Technicians and Paramedics",1020,1110,90,8.8235294117647065E-2,19,44,9,72,22.23,46234,"Postsecondary non-degree award","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-2057","Ophthalmic Medical Technicians",190,230,40,0.21052631578947367,7,9,4,20,19.73,41035,"Postsecondary non-degree award","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"29-9011","Occupational Health and Safety Specialists",590,660,70,0.11864406779661017,14,17,8,39,40.86,85005,"Bachelor's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"31-2021","Physical Therapist Assistants",400,550,150,0.375,21,35,15,71,31.77,66089,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"31-9093","Medical Equipment Preparers",550,650,100,0.18181818181818182,38,36,10,84,27.21,56594,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",790,910,120,0.15189873417721519,53,50,12,115,22.79,47399,"High school diploma or equivalent","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"33-3012","Correctional Officers and Jailers",2180,1950,-230,-0.10550458715596331,73,93,-23,143,38.65,80386,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",770,840,70,9.0909090909090912E-2,112,85,7,204,12.38,25757,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"35-2012","Cooks, Institution and Cafeteria",1760,2040,280,0.15909090909090909,111,152,28,291,16.37,34027,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"35-3011","Bartenders",3230,3930,700,0.21671826625386997,172,411,70,653,12.26,25510,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",3970,4620,650,0.16372795969773299,382,340,65,787,11.31,23545,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"35-9021","Dishwashers",3880,4370,490,0.12628865979381443,305,329,49,683,11.24,23391,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",750,840,90,0.12,31,76,9,116,18.8,39098,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",370,410,40,0.10810810810810811,18,28,4,50,16.829999999999998,34994,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"39-3031","Ushers, Lobby Attendants, and Ticket Takers",790,930,140,0.17721518987341772,113,96,13,222,11.26,23432,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",2690,3360,670,0.24907063197026022,202,151,67,420,12.43,25849,"Postsecondary non-degree award","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",21570,31580,10010,0.46407046824292997,2121,1598,1002,4721,11.69,24306,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",9210,9710,500,5.428881650380022E-2,349,636,50,1035,19.649999999999999,40867,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",1860,2020,160,8.6021505376344093E-2,84,153,16,253,14.97,31136,"No formal educational credential","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",5550,6360,810,0.14594594594594595,188,514,81,783,27.04,56249,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",1650,1960,310,0.18787878787878787,92,70,31,193,21.74,45216,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",10610,11220,610,5.7492931196983975E-2,424,630,61,1115,28.04,58314,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",2210,2220,10,4.5248868778280547E-3,93,124,1,218,24.22,50371,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",1880,1940,60,3.1914893617021274E-2,85,75,6,166,22.26,46318,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-4071","File Clerks",810,750,-60,-7.407407407407407E-2,48,47,-6,89,12.9,26818,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",940,1040,100,0.10638297872340426,53,62,10,125,21.25,44199,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",1060,1060,0,0,45,71,1,117,21.56,44844,"Associate's degree","None","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-5031","Police, Fire, and Ambulance Dispatchers",550,570,20,3.6363636363636362E-2,20,30,2,52,30.53,63504,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",1110,1100,-10,-9.0090090090090089E-3,47,31,-1,77,28.18,58601,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",1840,1540,-300,-0.16304347826086957,91,88,-30,149,25.03,52050,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-9022","Word Processors and Typists",290,200,-90,-0.31034482758620691,15,12,-9,18,18.14,37740,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"43-9071","Office Machine Operators, Except Computer",330,310,-20,-6.0606060606060608E-2,14,21,-2,33,19.489999999999998,40534,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",420,460,40,9.5238095238095233E-2,16,50,4,70,11.71,24357,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-2042","Floor Layers, Except Carpet, Wood, and Hard Tiles",210,270,60,0.2857142857142857,8,12,6,26,15.23,31676,"No formal educational credential","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",2110,2480,370,0.17535545023696683,88,161,37,286,33.42,69509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-2151","Pipelayers",230,300,70,0.30434782608695654,10,18,6,34,28.91,60125,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",1290,1530,240,0.18604651162790697,49,96,24,169,29.74,61876,"High school diploma or equivalent","None","Apprenticeship"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-4011","Construction and Building Inspectors",730,820,90,0.12328767123287671,38,44,8,90,41.32,85958,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"47-4041","Hazardous Materials Removal Workers",180,230,50,0.27777777777777779,8,16,5,29,19.88,41356,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",2700,2730,30,1.1111111111111112E-2,90,192,2,284,30.4,63237,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",5060,5390,330,6.5217391304347824E-2,165,315,33,513,21.46,44632,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"49-3052","Motorcycle Mechanics",100,120,20,0.2,4,7,2,13,14.45,30070,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",1080,1220,140,0.12962962962962962,39,59,14,112,30.13,62678,"High school diploma or equivalent","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",6710,7750,1040,0.15499254843517138,295,402,104,801,19.45,40438,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",1970,2140,170,8.6294416243654817E-2,65,131,17,213,28.95,60205,"High school diploma or equivalent","<5 years","None"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-3022","Meat, Poultry, and Fish Cutters and Trimmers",310,360,50,0.16129032258064516,15,26,6,47,11.49,23910,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",170,160,-10,-5.8823529411764705E-2,6,12,-1,17,16.55,34432,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",940,910,-30,-3.1914893617021274E-2,36,60,-2,94,16.61,34555,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-7011","Cabinetmakers and Bench Carpenters",650,710,60,9.2307692307692313E-2,32,38,6,76,17.29,35957,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-8021","Stationary Engineers and Boiler Operators",350,390,40,0.11428571428571428,12,26,3,41,35.659999999999997,74187,"High school diploma or equivalent","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",570,540,-30,-5.2631578947368418E-2,16,30,-3,43,34.4,71556,"High school diploma or equivalent","None","Long-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",1420,1380,-40,-2.8169014084507043E-2,58,107,-4,161,16.79,34913,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"51-9151","Photographic Process Workers and Processing Machine Operators",180,180,0,0,9,18,0,27,14.12,29376,"High school diploma or equivalent","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"53-2012","Commercial Pilots",160,180,20,0.125,5,11,2,18,0,92575,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",7710,9060,1350,0.17509727626459143,356,527,135,1018,21.66,45048,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"53-6031","Automotive and Watercraft Service Attendants",1130,1310,180,0.15929203539823009,66,133,17,216,12.9,26826,"No formal educational credential","None","Short-term on-the-job training"]
["El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area",4,"53-7063","Machine Feeders and Offbearers",370,310,-60,-0.16216216216216217,18,27,-6,39,13.42,27901,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-1021","General and Operations Managers",4830,5410,580,0.12008281573498965,106,305,58,469,42.84,89099,"Bachelor's degree","≥5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",270,300,30,0.1111111111111111,5,16,3,24,59.98,124759,"Bachelor's degree","≥5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-3121","Human Resources Managers",220,240,20,9.0909090909090912E-2,6,12,3,21,45.38,94386,"Bachelor's degree","≥5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",360,390,30,8.3333333333333329E-2,10,17,2,29,53.45,111175,"Master's degree","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-9121","Natural Sciences Managers",50,50,0,0,1,3,0,4,58.83,122361,"Bachelor's degree","≥5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",1000,1110,110,0.11,44,35,11,90,26.75,55644,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",260,250,-10,-3.8461538461538464E-2,10,18,-1,27,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",690,750,60,8.6956521739130432E-2,21,47,6,74,29.33,61002,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"13-1131","Fundraisers",180,200,20,0.1111111111111111,6,12,2,20,26.45,55031,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"13-2021","Appraisers and Assessors of Real Estate",100,100,0,0,3,3,0,6,37.72,78454,"Bachelor's degree","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"13-2053","Insurance Underwriters",160,150,-10,-6.25E-2,4,8,-1,11,34.85,72494,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",530,560,30,5.6603773584905662E-2,10,24,3,37,36.409999999999997,75744,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"15-1141","Database Administrators",60,60,0,0,1,2,0,3,41.73,86792,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",100,130,30,0.3,2,4,3,9,35.25,73307,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",150,160,10,6.6666666666666666E-2,4,6,2,12,57.53,119653,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"17-3013","Mechanical Drafters",50,60,10,0.2,2,3,0,5,25.09,52185,"Associate's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"19-1013","Soil and Plant Scientists",140,150,10,7.1428571428571425E-2,4,10,1,15,39.92,83025,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"19-1042","Medical Scientists, Except Epidemiologists",110,110,0,0,2,7,1,10,44.92,93454,"Doctoral or professional degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"19-4021","Biological Technicians",90,100,10,0.1111111111111111,2,6,1,9,17.88,37186,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",170,200,30,0.17647058823529413,7,12,3,22,0,0,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",1130,1270,140,0.12389380530973451,44,78,14,136,30.81,64076,"Master's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",390,410,20,5.128205128205128E-2,14,25,2,41,26.69,55505,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"21-2011","Clergy",250,270,20,0.08,12,16,2,30,28.33,58938,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",90,90,0,0,2,2,0,4,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-1022","Mathematical Science Teachers, Postsecondary",170,180,10,5.8823529411764705E-2,6,7,2,15,0,0,"Doctoral or professional degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-1125","History Teachers, Postsecondary",60,70,10,0.16666666666666666,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",1070,1170,100,9.3457943925233641E-2,48,60,10,118,14.7,30596,"Associate's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-2051","Special Education Teachers, Preschool",230,240,10,4.3478260869565216E-2,8,9,1,18,0,0,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",720,670,-50,-6.9444444444444448E-2,42,32,-6,68,0,0,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-4031","Library Technicians",330,350,20,6.0606060606060608E-2,27,17,2,46,17.5,36405,"Postsecondary non-degree award","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",300,330,30,0.1,15,13,2,30,22.54,46894,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"27-2042","Musicians and Singers",100,110,10,0.1,6,4,1,11,21.51,0,"No formal educational credential","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"27-3091","Interpreters and Translators",360,400,40,0.1111111111111111,17,16,5,38,23.3,48468,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"27-4011","Audio and Video Equipment Technicians",230,260,30,0.13043478260869565,7,15,3,25,25.73,53525,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-1041","Optometrists",70,80,10,0.14285714285714285,1,1,1,3,46.54,96805,"Doctoral or professional degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-1069","Physicians and Surgeons, All Other",390,440,50,0.12820512820512819,6,5,5,16,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-1126","Respiratory Therapists",380,470,90,0.23684210526315788,10,10,9,29,40.11,83441,"Associate's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-2011","Medical and Clinical Laboratory Technologists",250,270,20,0.08,8,8,2,18,0,0,"Bachelor's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-2041","Emergency Medical Technicians and Paramedics",780,910,130,0.16666666666666666,15,35,14,64,15.63,32495,"Postsecondary non-degree award","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",150,180,30,0.2,5,7,3,15,16.63,34607,"Associate's degree","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",70,80,10,0.14285714285714285,2,2,1,5,25.02,52043,"Postsecondary non-degree award","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",220,300,80,0.36363636363636365,12,19,8,39,16.03,33327,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"31-9093","Medical Equipment Preparers",140,160,20,0.14285714285714285,9,9,2,20,24.42,50793,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",120,130,10,8.3333333333333329E-2,6,6,0,12,29.73,61830,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"33-9011","Animal Control Workers",70,80,10,0.14285714285714285,3,4,1,8,16.850000000000001,35045,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",420,450,30,7.1428571428571425E-2,61,46,3,110,16.95,35261,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"35-1011","Chefs and Head Cooks",250,280,30,0.12,8,24,3,35,19.5,40558,"High school diploma or equivalent","≥5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",2070,2420,350,0.16908212560386474,131,179,35,345,13.03,27114,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"35-3031","Waiters and Waitresses",4220,4700,480,0.11374407582938388,330,506,48,884,12.45,25880,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"35-9099","Food Preparation and Serving Related Workers, All Other",210,210,0,0,19,17,-1,35,13.5,28071,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",290,310,20,6.8965517241379309E-2,12,28,1,41,17.87,37174,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"39-3011","Gaming Dealers",330,360,30,9.0909090909090912E-2,20,30,3,53,15.2,31609,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",730,770,40,5.4794520547945202E-2,50,38,4,92,11.95,24862,"Postsecondary non-degree award","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",17520,24170,6650,0.3795662100456621,1664,1253,664,3581,11.69,24306,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"41-2011","Cashiers",8920,9260,340,3.811659192825112E-2,853,833,34,1720,11.4,23719,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"41-3011","Advertising Sales Agents",240,230,-10,-4.1666666666666664E-2,9,20,-1,28,21.74,45216,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"41-9021","Real Estate Brokers",150,180,30,0.2,8,6,2,16,38.159999999999997,79379,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",3150,3370,220,6.9841269841269843E-2,126,188,22,336,26.26,54609,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-3041","Gaming Cage Workers",50,60,10,0.2,3,5,0,8,12.06,25078,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",780,800,20,2.564102564102564E-2,33,44,2,79,20.97,43615,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",350,350,0,0,16,14,1,31,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",450,480,30,6.6666666666666666E-2,25,29,4,58,17.07,35508,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",170,220,50,0.29411764705882354,8,12,4,24,14.67,30513,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",150,150,0,0,8,4,0,12,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",530,570,40,7.5471698113207544E-2,22,31,4,57,13.39,27842,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-9011","Computer Operators",200,170,-30,-0.15,8,11,-3,16,17.920000000000002,37289,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"43-9071","Office Machine Operators, Except Computer",50,40,-10,-0.2,2,3,-1,4,12.64,26296,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",34000,36060,2060,6.0588235294117644E-2,1281,3992,206,5479,11.11,23116,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-2021","Brickmasons and Blockmasons",130,160,30,0.23076923076923078,4,8,3,15,22.56,46923,"High school diploma or equivalent","None","Apprenticeship"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",600,720,120,0.2,25,46,12,83,31.93,66405,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-2151","Pipelayers",210,250,40,0.19047619047619047,8,16,4,28,20.38,42384,"No formal educational credential","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",260,310,50,0.19230769230769232,10,20,5,35,23.24,48348,"High school diploma or equivalent","None","Apprenticeship"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-2221","Structural Iron and Steel Workers",150,180,30,0.2,5,12,4,21,17.940000000000001,37315,"High school diploma or equivalent","None","Apprenticeship"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"47-4099","Construction and Related Workers, All Other",90,100,10,0.1111111111111111,4,6,2,12,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"49-3011","Aircraft Mechanics and Service Technicians",150,180,30,0.2,5,7,3,15,29.4,61155,"Postsecondary non-degree award","None","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",440,510,70,0.15909090909090909,15,30,6,51,27.28,56727,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",1000,1130,130,0.13,36,55,13,104,25.25,52513,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",1260,1350,90,7.1428571428571425E-2,42,84,9,135,23.23,48322,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",360,430,70,0.19444444444444445,18,30,7,55,14.28,29703,"No formal educational credential","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-3093","Food Cooking Machine Operators and Tenders",80,90,10,0.125,5,7,1,13,13.71,28506,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",90,90,0,0,3,6,0,9,15.55,32344,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",210,190,-20,-9.5238095238095233E-2,8,13,-2,19,15.67,32600,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-8013","Power Plant Operators",120,120,0,0,3,7,0,10,52.12,108404,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",1190,1210,20,1.680672268907563E-2,50,92,3,145,14.06,29263,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-9123","Painting, Coating, and Decorating Workers",100,110,10,0.1,3,8,1,12,14.73,30645,"No formal educational credential","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",150,160,10,6.6666666666666666E-2,7,13,1,21,13.1,27247,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",470,520,50,0.10638297872340426,16,34,5,55,0,0,"High school diploma or equivalent","<5 years","None"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",960,1000,40,4.1666666666666664E-2,42,62,4,108,15.79,32849,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"53-6051","Transportation Inspectors",60,60,0,0,2,3,0,5,31.57,65656,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Fresno","Central","Fresno Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",3090,3350,260,8.4142394822006472E-2,218,263,26,507,11.65,24223,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",90,110,20,0.22222222222222221,3,5,2,10,38.06,79148,"Bachelor's degree","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",110,120,10,9.0909090909090912E-2,3,5,1,9,0,133516,"Master's degree","≥5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",40,40,0,0,2,3,0,5,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",70,80,10,0.14285714285714285,2,5,1,8,28.48,59236,"Bachelor's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",60,100,40,0.66666666666666663,2,6,4,12,27.22,56603,"Bachelor's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",40,40,0,0,0,2,1,3,36.06,75002,"Bachelor's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",30,30,0,0,1,2,0,3,17.260000000000002,35907,"Associate's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",110,120,10,9.0909090909090912E-2,4,8,2,14,0,0,"Master's degree","None","Internship/residency"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"21-1015","Rehabilitation Counselors",30,30,0,0,1,2,0,3,13.95,29012,"Master's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",130,150,20,0.15384615384615385,4,7,2,13,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",90,100,10,0.1111111111111111,3,3,1,7,30.51,63467,"Bachelor's degree","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",80,80,0,0,3,3,1,7,0,79582,"Bachelor's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"25-9031","Instructional Coordinators",90,100,10,0.1111111111111111,5,4,1,10,41.84,87015,"Master's degree","≥5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"29-1069","Physicians and Surgeons, All Other",50,60,10,0.2,1,1,1,3,96.49,200697,"Doctoral or professional degree","None","Internship/residency"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"29-1141","Registered Nurses",820,960,140,0.17073170731707318,25,19,14,58,43.29,90031,"Bachelor's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"29-2012","Medical and Clinical Laboratory Technicians",40,40,0,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",150,160,10,6.6666666666666666E-2,10,8,0,18,15.5,32247,"Postsecondary non-degree award","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"31-9097","Phlebotomists",50,70,20,0.4,3,4,1,8,19.579999999999998,40733,"Postsecondary non-degree award","None","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"33-3021","Detectives and Criminal Investigators",720,760,40,5.5555555555555552E-2,20,26,4,50,40.450000000000003,84130,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",240,290,50,0.20833333333333334,12,26,5,43,12.86,26744,"High school diploma or equivalent","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"35-3011","Bartenders",190,210,20,0.10526315789473684,10,23,2,35,11.82,24574,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",1310,1680,370,0.28244274809160308,132,138,37,307,11.17,23236,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",70,80,10,0.14285714285714285,4,4,0,8,19.14,39807,"High school diploma or equivalent","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",40,50,10,0.25,5,6,1,12,11.63,24193,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",710,810,100,0.14084507042253522,28,51,10,89,18.34,38140,"High school diploma or equivalent","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",2220,2550,330,0.14864864864864866,151,189,33,373,11.51,23935,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",50,70,20,0.4,2,4,2,8,12.22,25426,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",150,170,20,0.13333333333333333,7,9,2,18,16.62,34577,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",100,100,0,0,6,10,1,17,11.84,24638,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",80,90,10,0.125,4,6,1,11,21.73,45202,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-5052","Postal Service Mail Carriers",110,120,10,9.0909090909090912E-2,4,3,0,7,28.87,60044,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",70,60,-10,-0.14285714285714285,4,3,-1,6,29.1,60525,"High school diploma or equivalent","<5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"43-9199","Office and Administrative Support Workers, All Other",100,110,10,0.1,4,6,1,11,16.36,34014,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",140,170,30,0.21428571428571427,5,10,2,17,27.72,57662,"High school diploma or equivalent","≥5 years","None"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"47-2031","Carpenters",190,200,10,5.2631578947368418E-2,7,11,1,19,29.33,61010,"High school diploma or equivalent","None","Apprenticeship"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",90,130,40,0.44444444444444442,4,7,4,15,24.51,50995,"High school diploma or equivalent","None","Apprenticeship"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",140,180,40,0.2857142857142857,5,9,3,17,16.75,34833,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",130,150,20,0.15384615384615385,5,7,2,14,31.84,66233,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",70,90,20,0.2857142857142857,4,6,1,11,13.08,27206,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"51-6011","Laundry and Dry-Cleaning Workers",40,30,-10,-0.25,2,2,0,4,11.8,24555,"No formal educational credential","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",70,60,-10,-0.14285714285714285,3,5,0,8,15.21,31648,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",1200,1450,250,0.20833333333333334,56,83,26,165,17.75,36919,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",470,500,30,6.3829787234042548E-2,33,39,3,75,12.15,25256,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-2022","Sales Managers",870,950,80,9.1954022988505746E-2,21,55,8,84,43.13,89712,"Bachelor's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",220,250,30,0.13636363636363635,5,11,4,20,47.54,98877,"Bachelor's degree","≥5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",100,130,30,0.3,3,5,3,11,21.3,44294,"Bachelor's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-9051","Food Service Managers",700,830,130,0.18571428571428572,24,56,13,93,22.61,47020,"High school diploma or equivalent","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-9061","Funeral Service Managers",70,80,10,0.14285714285714285,2,3,1,6,19.190000000000001,39916,"Associate's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",210,270,60,0.2857142857142857,8,13,6,27,31.19,64870,"Bachelor's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"13-1031","Claims Adjusters, Examiners, and Investigators",470,560,90,0.19148936170212766,13,29,9,51,33.380000000000003,69432,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"13-1111","Management Analysts",1180,1440,260,0.22033898305084745,42,68,26,136,42.37,88109,"Bachelor's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",1670,1930,260,0.15568862275449102,53,103,26,182,31.11,64707,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"13-2072","Loan Officers",380,420,40,0.10526315789473684,10,22,4,36,29.94,62288,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"15-1131","Computer Programmers",170,160,-10,-5.8823529411764705E-2,3,7,-1,9,40.82,84903,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",350,410,60,0.17142857142857143,5,18,5,28,38.729999999999997,80557,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",240,380,140,0.58333333333333337,6,12,14,32,43.14,89727,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"17-2061","Computer Hardware Engineers",110,110,0,0,2,5,1,8,46.04,95759,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"17-2131","Materials Engineers",50,60,10,0.2,2,2,1,5,54.03,112382,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"17-3023","Electrical and Electronics Engineering Technicians",720,870,150,0.20833333333333334,26,42,15,83,38.64,80374,"Associate's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",70,90,20,0.2857142857142857,2,5,2,9,34.5,71743,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"19-1042","Medical Scientists, Except Epidemiologists",120,130,10,8.3333333333333329E-2,2,8,1,11,47.5,98815,"Doctoral or professional degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"19-2099","Physical Scientists, All Other",50,50,0,0,1,3,0,4,0,0,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"19-4041","Geological and Petroleum Technicians",460,570,110,0.2391304347826087,14,37,11,62,24.64,51241,"Associate's degree","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"21-1013","Marriage and Family Therapists",110,140,30,0.27272727272727271,5,8,4,17,22.5,46813,"Master's degree","None","Internship/residency"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"21-1091","Health Educators",120,140,20,0.16666666666666666,6,10,1,17,19.93,41462,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"23-1011","Lawyers",630,660,30,4.7619047619047616E-2,13,14,3,30,70.11,145831,"Doctoral or professional degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"25-1191","Graduate Teaching Assistants",200,220,20,0.1,8,8,2,18,0,0,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"25-2021","Elementary School Teachers, Except Special Education",4960,5540,580,0.11693548387096774,173,194,58,425,0,76658,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"25-2053","Special Education Teachers, Middle School",90,100,10,0.1111111111111111,3,3,1,7,0,82273,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"25-4031","Library Technicians",200,230,30,0.15,17,11,2,30,19.11,39745,"Postsecondary non-degree award","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"27-1024","Graphic Designers",330,350,20,6.0606060606060608E-2,12,19,2,33,16.72,34780,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"27-3041","Editors",50,50,0,0,2,3,0,5,15.6,32444,"Bachelor's degree","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"27-4099","Media and Communication Equipment Workers, All Other",60,60,0,0,2,4,0,6,39,81116,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-1051","Pharmacists",710,810,100,0.14084507042253522,18,15,10,43,71.45,148614,"Doctoral or professional degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-1062","Family and General Practitioners",190,250,60,0.31578947368421051,3,2,6,11,64.849999999999994,134885,"Doctoral or professional degree","None","Internship/residency"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",80,100,20,0.25,2,2,2,6,44.23,92001,"Master's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",120,170,50,0.41666666666666669,3,4,5,12,59.44,123623,"Master's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",390,470,80,0.20512820512820512,11,11,8,30,34.380000000000003,71519,"Associate's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-2051","Dietetic Technicians",150,180,30,0.2,5,7,3,15,11.45,23823,"Associate's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",290,340,50,0.17241379310344829,9,9,5,23,20.99,43655,"Postsecondary non-degree award","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"29-9091","Athletic Trainers",60,70,10,0.16666666666666666,1,2,1,4,0,46783,"Bachelor's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",130,170,40,0.30769230769230771,7,11,4,22,12.49,25973,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"31-9095","Pharmacy Aides",220,210,-10,-4.5454545454545456E-2,14,15,-1,28,13.98,29089,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",80,90,10,0.125,2,3,1,6,63.49,132054,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",1510,1680,170,0.11258278145695365,38,62,17,117,36.64,76210,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",420,460,40,9.5238095238095233E-2,61,47,4,112,16.97,35302,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",1410,1720,310,0.21985815602836881,92,125,31,248,13.19,27433,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"35-2021","Food Preparation Workers",1550,1790,240,0.15483870967741936,134,145,25,304,11.96,24882,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",160,200,40,0.25,14,13,3,30,11.84,24625,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",4430,5070,640,0.14446952595936793,309,299,64,672,13.52,28112,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",240,250,10,4.1666666666666664E-2,26,29,1,56,11.21,23329,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"39-5094","Skincare Specialists",60,80,20,0.33333333333333331,4,4,2,10,12.16,25283,"Postsecondary non-degree award","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",2910,3140,230,7.903780068728522E-2,112,204,23,339,18.14,37727,"High school diploma or equivalent","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",8140,8490,350,4.2997542997542999E-2,527,660,35,1222,11.88,24710,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",520,540,20,3.8461538461538464E-2,18,36,2,56,42.11,87571,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"41-9041","Telemarketers",70,90,20,0.2857142857142857,5,8,2,15,11.83,24607,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",940,1160,220,0.23404255319148937,45,58,23,126,16.64,34608,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",110,140,30,0.27272727272727271,6,5,3,14,21.62,44966,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",130,140,10,7.6923076923076927E-2,7,8,2,17,15.39,32028,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",250,280,30,0.12,11,18,3,32,20.36,42346,"Associate's degree","None","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",1660,2050,390,0.23493975903614459,115,123,38,276,13.81,28732,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",430,530,100,0.23255813953488372,17,26,10,53,24.01,49962,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",140,200,60,0.42857142857142855,7,10,6,23,13.79,28671,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",250,190,-60,-0.24,12,12,-6,18,22.24,46266,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"43-9022","Word Processors and Typists",160,120,-40,-0.25,9,7,-5,11,19.71,41005,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"45-2011","Agricultural Inspectors",130,160,30,0.23076923076923078,6,13,3,22,18.71,38902,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"45-2099","Agricultural Workers, All Other",140,150,10,7.1428571428571425E-2,5,17,1,23,14.72,30617,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",1090,1280,190,0.1743119266055046,45,83,19,147,23.19,48236,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"47-2161","Plasterers and Stucco Masons",170,240,70,0.41176470588235292,7,12,7,26,24.01,49936,"No formal educational credential","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",160,180,20,0.125,7,17,2,26,14.53,30241,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"47-5012","Rotary Drill Operators, Oil and Gas",540,520,-20,-3.7037037037037035E-2,13,49,-2,60,28.25,58761,"No formal educational credential","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"47-5099","Extraction Workers, All Other",120,120,0,0,4,11,1,16,22.47,46740,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",150,170,20,0.13333333333333333,4,10,2,16,32.1,66771,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"49-2098","Security and Fire Alarm Systems Installers",60,80,20,0.33333333333333331,2,5,2,9,21.56,44846,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"49-3041","Farm Equipment Mechanics and Service Technicians",570,680,110,0.19298245614035087,20,40,11,71,22.72,47253,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",940,1180,240,0.25531914893617019,36,55,24,115,28.92,60160,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"49-9081","Wind Turbine Service Technicians",130,350,220,1.6923076923076923,9,14,22,45,24.82,51619,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"51-2092","Team Assemblers",440,530,90,0.20454545454545456,21,35,9,65,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"51-4041","Machinists",390,530,140,0.35897435897435898,16,30,15,61,20.28,42170,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",70,80,10,0.14285714285714285,6,3,0,9,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"51-8091","Chemical Plant and System Operators",80,100,20,0.25,2,7,1,10,30.44,63306,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"51-9111","Packaging and Filling Machine Operators and Tenders",860,1080,220,0.2558139534883721,46,64,21,131,12.63,26274,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",440,650,210,0.47727272727272729,17,37,21,75,0,0,"High school diploma or equivalent","<5 years","None"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-3022","Bus Drivers, School or Special Client",1040,1100,60,5.7692307692307696E-2,84,44,6,134,16.27,33851,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-4031","Railroad Conductors and Yardmasters",50,60,10,0.2,1,4,2,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-7032","Excavating and Loading Machine and Dragline Operators",110,130,20,0.18181818181818182,4,9,2,15,25.57,53178,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",1320,1690,370,0.28030303030303028,52,113,37,202,13.86,28841,"No formal educational credential","None","Short-term on-the-job training"]
["Kern","Central","Bakersfield Metropolitan Statistical Area",4,"53-7073","Wellhead Pumpers",120,110,-10,-8.3333333333333329E-2,4,9,-1,12,26.86,55863,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"11-2022","Sales Managers",90,90,0,0,2,5,0,7,34.17,71075,"Bachelor's degree","<5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",20,30,10,0.5,1,1,0,2,43.28,90028,"High school diploma or equivalent","≥5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"11-9051","Food Service Managers",140,150,10,7.1428571428571425E-2,4,10,1,15,21.08,43835,"High school diploma or equivalent","<5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",50,50,0,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"13-1111","Management Analysts",190,210,20,0.10526315789473684,6,10,2,18,33.729999999999997,70157,"Bachelor's degree","<5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"13-2021","Appraisers and Assessors of Real Estate",30,30,0,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"19-3031","Clinical, Counseling, and School Psychologists",170,190,20,0.11764705882352941,5,7,2,14,51.52,107172,"Doctoral or professional degree","None","Internship/Residency"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",20,20,0,0,1,1,0,2,27.53,57252,"Master's degree","None","Internship/Residency"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"23-1011","Lawyers",60,70,10,0.16666666666666666,1,1,1,3,47.18,98125,"Doctoral or professional degree","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",120,120,0,0,5,6,0,11,11.42,23772,"Associate's degree","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",60,60,0,0,2,2,0,4,0,71134,"Bachelor's degree","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",100,100,0,0,6,5,1,12,13.18,27418,"High school diploma or equivalent","<5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",460,480,20,4.3478260869565216E-2,26,21,1,48,0,27286,"Some college, no degree","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"29-1051","Pharmacists",70,70,0,0,2,1,1,4,68.73,142958,"Doctoral or professional degree","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",100,120,20,0.2,4,5,2,11,18.75,38984,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",310,290,-20,-6.4516129032258063E-2,18,15,-2,31,12.91,26837,"Postsecondary non-degree award","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",30,30,0,0,1,1,0,2,52.87,109959,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"33-9032","Security Guards",130,130,0,0,8,9,0,17,14.01,29130,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",200,230,30,0.15,12,17,3,32,14.35,29840,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"35-9021","Dishwashers",150,160,10,6.6666666666666666E-2,11,12,1,24,11.51,23946,"No formal educational credential","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",20,20,0,0,1,2,0,3,24.86,51719,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",40,40,0,0,4,4,0,8,11.66,24275,"No formal educational credential","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",370,410,40,0.10810810810810811,14,26,4,44,18.61,38708,"High school diploma or equivalent","<5 years","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",1220,1350,130,0.10655737704918032,81,102,13,196,11.71,24380,"No formal educational credential","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",160,160,0,0,5,14,1,20,18.32,38098,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",30,30,0,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",450,440,-10,-2.2222222222222223E-2,27,21,-1,47,21.03,43748,"Some college, no degree","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",50,60,10,0.2,3,5,1,9,11.03,22959,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",150,160,10,6.6666666666666666E-2,8,10,2,20,21.73,45212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"43-5071","Shipping, Receiving, and Traffic Clerks",230,240,10,4.3478260869565216E-2,9,14,1,24,17.61,36624,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"43-6013","Medical Secretaries",180,210,30,0.16666666666666666,10,10,4,24,15.21,31649,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"45-2011","Agricultural Inspectors",30,40,10,0.33333333333333331,2,3,0,5,25.21,52450,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"47-2051","Cement Masons and Concrete Finishers",70,90,20,0.2857142857142857,3,5,1,9,21.05,43788,"No formal educational credential","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",70,70,0,0,2,5,1,8,30.33,63087,"High school diploma or equivalent","None","Apprenticeship"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"49-3011","Aircraft Mechanics and Service Technicians",70,290,220,3.1428571428571428,6,8,22,36,30.51,63460,"Postsecondary non-degree award","None","None"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",60,80,20,0.33333333333333331,2,5,1,8,24.1,50116,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"51-2099","Assemblers and Fabricators, All Other",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"51-4121","Welders, Cutters, Solderers, and Brazers",160,160,0,0,4,13,0,17,19.059999999999999,39642,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"51-7011","Cabinetmakers and Bench Carpenters",40,40,0,0,2,2,0,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",100,110,10,0.1,4,8,1,13,14.47,30113,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Kings","Central","Hanford-Corcoran Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",640,730,90,0.140625,24,51,9,84,16.239999999999998,33778,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"11-1011","Chief Executives",170,160,-10,-5.8823529411764705E-2,5,7,-1,11,73.260000000000005,152377,"Bachelor's degree","≥5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"11-3021","Computer and Information Systems Managers",60,80,20,0.33333333333333331,1,4,1,6,64.680000000000007,134527,"Bachelor's degree","≥5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",2380,1940,-440,-0.18487394957983194,126,32,-44,114,0,0,"High school diploma or equivalent","≥5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"11-9051","Food Service Managers",180,200,20,0.1111111111111111,6,14,2,22,26.44,55011,"High school diploma or equivalent","<5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"11-9151","Social and Community Service Managers",170,200,30,0.17647058823529413,6,10,3,19,24.41,50775,"Bachelor's degree","<5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"13-1051","Cost Estimators",90,120,30,0.33333333333333331,3,7,3,13,33.65,70004,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"13-1131","Fundraisers",50,70,20,0.4,2,4,1,7,22.03,45825,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"13-2052","Personal Financial Advisors",40,50,10,0.25,1,2,1,4,40.130000000000003,83476,"Bachelor's degree","None","Long-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"15-1121","Computer Systems Analysts",50,50,0,0,1,2,0,3,42.23,87838,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"15-1132","Software Developers, Applications",40,60,20,0.5,1,2,2,5,52.18,108554,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"17-1022","Surveyors",30,30,0,0,1,1,0,2,34.64,72037,"Bachelor's degree","None","Internship/residency"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"17-3029","Engineering Technicians, Except Drafters, All Other",30,40,10,0.33333333333333331,1,2,0,3,28.35,58968,"Associate's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"19-2031","Chemists",30,30,0,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"19-4021","Biological Technicians",80,100,20,0.25,2,6,1,9,17.88,37186,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"21-1022","Healthcare Social Workers",80,90,10,0.125,3,5,1,9,29.99,62380,"Master's degree","None","Internship/residency"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"21-2011","Clergy",100,120,20,0.2,5,7,2,14,29.27,60877,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"25-2012","Kindergarten Teachers, Except Special Education",250,240,-10,-0.04,11,13,-1,23,0,70920,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"25-3098","Substitute Teachers",680,670,-10,-1.4705882352941176E-2,41,32,-2,71,15.23,31693,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"25-9099","Education, Training, and Library Workers, All Other",90,100,10,0.1111111111111111,5,4,1,10,16.53,34394,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"27-3031","Public Relations Specialists",70,80,10,0.14285714285714285,2,5,1,8,33,68646,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"29-1062","Family and General Practitioners",100,120,20,0.2,2,1,2,5,74.09,154107,"Doctoral or professional degree","None","Internship/residency"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"29-1123","Physical Therapists",90,140,50,0.55555555555555558,2,2,5,9,45.29,94195,"Doctoral or professional degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"29-1126","Respiratory Therapists",90,120,30,0.33333333333333331,2,2,3,7,44.04,91605,"Associate's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"29-2011","Medical and Clinical Laboratory Technologists",80,90,10,0.125,2,2,1,5,0,0,"Bachelor's degree","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"29-2041","Emergency Medical Technicians and Paramedics",120,130,10,8.3333333333333329E-2,2,5,1,8,14.75,30687,"Postsecondary non-degree award","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"31-1014","Nursing Assistants",570,660,90,0.15789473684210525,37,31,9,77,14.88,30951,"Postsecondary non-degree award","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"31-9092","Medical Assistants",360,520,160,0.44444444444444442,19,27,16,62,16.57,34459,"Postsecondary non-degree award","None","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"33-1012","First-Line Supervisors of Police and Detectives",60,70,10,0.16666666666666666,2,2,1,5,65.989999999999995,137248,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"33-9032","Security Guards",190,200,10,5.2631578947368418E-2,12,14,2,28,15.47,32175,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"35-2011","Cooks, Fast Food",520,490,-30,-5.7692307692307696E-2,30,40,-3,67,11.57,24080,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",1920,2150,230,0.11979166666666667,180,188,23,391,11.41,23720,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"35-9099","Food Preparation and Serving Related Workers, All Other",40,40,0,0,4,3,0,7,11.1,23092,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"37-2021","Pest Control Workers",40,40,0,0,1,4,0,5,17.190000000000001,35744,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"39-3031","Ushers, Lobby Attendants, and Ticket Takers",30,30,0,0,4,3,0,7,11.95,24851,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"39-9031","Fitness Trainers and Aerobics Instructors",270,360,90,0.33333333333333331,20,31,8,59,23.43,48736,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"39-9032","Recreation Workers",680,700,20,2.9411764705882353E-2,45,69,2,116,14.69,30560,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"41-2022","Parts Salespersons",90,100,10,0.1111111111111111,4,8,0,12,16.64,34627,"No formal educational credential","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",30,30,0,0,1,2,0,3,37.770000000000003,78563,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",30,20,-10,-0.33333333333333331,2,1,-1,2,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",1020,1060,40,3.9215686274509803E-2,64,50,4,118,18.03,37494,"Some college, no degree","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-4051","Customer Service Representatives",460,490,30,6.5217391304347824E-2,24,36,3,63,17.510000000000002,36419,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-4141","New Accounts Clerks",40,30,-10,-0.25,1,2,-1,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-5031","Police, Fire, and Ambulance Dispatchers",80,90,10,0.125,3,5,1,9,23.43,48743,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-5071","Shipping, Receiving, and Traffic Clerks",320,340,20,6.25E-2,13,19,2,34,22.11,45980,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",1290,1190,-100,-7.7519379844961239E-2,67,65,-11,121,18.18,37811,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",650,670,20,3.0769230769230771E-2,24,75,2,101,13.56,28195,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"45-4011","Forest and Conservation Workers",150,140,-10,-6.6666666666666666E-2,6,16,-1,21,11.1,23105,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"47-2081","Drywall and Ceiling Tile Installers",60,80,20,0.33333333333333331,2,4,1,7,31.4,65316,"No formal educational credential","None","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"47-2111","Electricians",310,370,60,0.19354838709677419,12,25,6,43,28.93,60176,"High school diploma or equivalent","None","Apprenticeship"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"47-4011","Construction and Building Inspectors",50,50,0,0,2,3,1,6,37.47,77937,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",60,70,10,0.16666666666666666,2,4,1,7,0,0,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"49-3093","Tire Repairers and Changers",80,70,-10,-0.125,3,6,-1,8,12.8,26607,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"49-9052","Telecommunications Line Installers and Repairers",40,30,-10,-0.25,1,2,-1,2,33.06,68751,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"51-1011","First-Line Supervisors of Production and Operating Workers",160,190,30,0.1875,6,11,3,20,27.84,57902,"High school diploma or equivalent","<5 years","None"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"51-6011","Laundry and Dry-Cleaning Workers",40,50,10,0.25,3,3,1,7,12.1,25159,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",160,190,30,0.1875,5,9,3,17,31.4,65313,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"51-9198","Helpers--Production Workers",30,40,10,0.33333333333333331,2,4,1,7,13.07,27196,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",680,660,-20,-2.9411764705882353E-2,28,42,-2,68,22.44,46670,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"53-3041","Taxi Drivers and Chauffeurs",110,160,50,0.45454545454545453,8,5,6,19,12.25,25473,"No formal educational credential","None","Short-term on-the-job training"]
["Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region",4,"53-7064","Packers and Packagers, Hand",330,320,-10,-3.0303030303030304E-2,22,26,-2,46,12.39,25773,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-2011","Advertising and Promotions Managers",1410,1580,170,0.12056737588652482,39,111,16,166,55.68,115829,"Bachelor's degree","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-3021","Computer and Information Systems Managers",8850,9770,920,0.103954802259887,164,507,92,763,75.33,156694,"Bachelor's degree","≥5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-3031","Financial Managers",18410,21630,3220,0.17490494296577946,460,991,322,1773,69.790000000000006,145151,"Bachelor's degree","≥5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-3121","Human Resources Managers",3950,4370,420,0.10632911392405063,103,224,42,369,59.31,123361,"Bachelor's degree","≥5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-9033","Education Administrators, Postsecondary",5780,6870,1090,0.18858131487889274,177,288,108,573,57.58,119769,"Master's degree","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-9081","Lodging Managers",1090,1190,100,9.1743119266055051E-2,39,74,9,122,28.16,58573,"High school diploma or equivalent","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"11-9199","Managers, All Other",25430,27700,2270,8.9264648053480139E-2,719,1115,226,2060,60.87,126607,"Bachelor's degree","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"13-1032","Insurance Appraisers, Auto Damage",630,640,10,1.5873015873015872E-2,16,35,0,51,29.53,61400,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"13-1081","Logisticians",4210,4520,310,7.3634204275534437E-2,107,308,31,446,39.31,81771,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"13-1161","Market Research Analysts and Marketing Specialists",24000,29950,5950,0.24791666666666667,716,1851,595,3162,30.82,64115,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"13-2041","Credit Analysts",2080,2130,50,2.403846153846154E-2,48,121,5,174,37.270000000000003,77526,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"13-2053","Insurance Underwriters",1670,1460,-210,-0.12574850299401197,40,84,-22,102,39.22,81588,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"15-1111","Computer and Information Research Scientists",940,1120,180,0.19148936170212766,15,53,19,87,58.51,121704,"Master's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"15-1133","Software Developers, Systems Software",13640,14330,690,5.0586510263929615E-2,191,686,69,946,59.65,124070,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"15-1151","Computer User Support Specialists",15670,17570,1900,0.12125079770261646,338,855,190,1383,26.86,55871,"Some college, no degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"15-1152","Computer Network Support Specialists",4260,4630,370,8.6854460093896718E-2,90,229,36,355,33.57,69824,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"15-2041","Statisticians",870,1190,320,0.36781609195402298,22,53,32,107,38.57,80232,"Master's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"17-2031","Biomedical Engineers",710,720,10,1.4084507042253521E-2,16,31,1,48,45.33,94296,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"17-2081","Environmental Engineers",1350,1410,60,4.4444444444444446E-2,32,56,6,94,49.55,103070,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"17-2171","Petroleum Engineers",560,540,-20,-3.5714285714285712E-2,10,26,-1,35,60.46,125766,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"17-3021","Aerospace Engineering and Operations Technicians",670,630,-40,-5.9701492537313432E-2,21,34,-4,51,34.130000000000003,71002,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"17-3026","Industrial Engineering Technicians",910,890,-20,-2.197802197802198E-2,29,47,-2,74,36.119999999999997,75134,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-1013","Soil and Plant Scientists",140,170,30,0.21428571428571427,4,11,3,18,42.82,89067,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-1041","Epidemiologists",170,190,20,0.11764705882352941,3,11,2,16,40.130000000000003,83471,"Master's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-2041","Environmental Scientists and Specialists, Including Health",2510,2710,200,7.9681274900398405E-2,56,179,21,256,40.119999999999997,83441,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-3039","Psychologists, All Other",640,750,110,0.171875,18,26,10,54,58.88,122455,"Master's degree","None","Internship/residency"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-4021","Biological Technicians",2780,3140,360,0.12949640287769784,76,202,36,314,24.91,51809,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-4092","Forensic Science Technicians",690,820,130,0.18840579710144928,30,56,13,99,46.18,96063,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"19-4093","Forest and Conservation Technicians",560,620,60,0.10714285714285714,24,44,6,74,19.88,41360,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"21-1014","Mental Health Counselors",5520,6580,1060,0.19202898550724637,222,396,107,725,0,0,"Master's degree","None","Internship/residency"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"21-1091","Health Educators",2530,3030,500,0.19762845849802371,126,206,49,381,26.72,55577,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"21-2011","Clergy",3040,3230,190,6.25E-2,144,192,19,355,28.86,60024,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",390,390,0,0,8,8,0,16,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-1032","Engineering Teachers, Postsecondary",490,580,90,0.18367346938775511,20,20,9,49,0,143201,"Doctoral or professional degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-1061","Anthropology and Archeology Teachers, Postsecondary",140,160,20,0.14285714285714285,5,6,2,13,0,0,"Doctoral or professional degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-1067","Sociology Teachers, Postsecondary",270,320,50,0.18518518518518517,11,11,5,27,0,0,"Doctoral or professional degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-1126","Philosophy and Religion Teachers, Postsecondary",900,1100,200,0.22222222222222221,36,38,19,93,0,0,"Doctoral or professional degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-2011","Preschool Teachers, Except Special Education",14160,15130,970,6.8502824858757055E-2,631,782,96,1509,15.71,32668,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",4420,4670,250,5.6561085972850679E-2,151,166,26,343,0,87036,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-3021","Self-Enrichment Education Teachers",8180,9440,1260,0.15403422982885084,537,412,126,1075,20.149999999999999,41898,"High school diploma or equivalent","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-4013","Museum Technicians and Conservators",670,850,180,0.26865671641791045,32,44,17,93,23.19,48235,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-4021","Librarians",2880,3250,370,0.12847222222222221,167,114,37,318,37.57,78150,"Master's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"25-9099","Education, Training, and Library Workers, All Other",6500,7120,620,9.5384615384615387E-2,324,279,62,665,19.84,41269,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-1021","Commercial and Industrial Designers",1720,1770,50,2.9069767441860465E-2,62,98,5,165,30.65,63751,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-1026","Merchandise Displayers and Window Trimmers",2590,2610,20,7.7220077220077222E-3,92,146,2,240,15.15,31510,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-2023","Umpires, Referees, and Other Sports Officials",520,580,60,0.11538461538461539,31,41,5,77,0,22310,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-3011","Radio and Television Announcers",1450,1570,120,8.2758620689655171E-2,64,79,12,155,21.82,45391,"Bachelor's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-3042","Technical Writers",1320,1520,200,0.15151515151515152,46,85,20,151,40.39,84000,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-4012","Broadcast Technicians",2650,2940,290,0.10943396226415095,79,173,30,282,19.41,40365,"Associate's degree","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"27-4099","Media and Communication Equipment Workers, All Other",8440,8940,500,5.9241706161137442E-2,244,536,50,830,41.47,86264,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1041","Optometrists",1190,1390,200,0.16806722689075632,22,17,20,59,56.34,117175,"Doctoral or professional degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1065","Pediatricians, General",780,880,100,0.12820512820512819,12,9,11,32,83.27,173188,"Doctoral or professional degree","None","Internship/residency"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1081","Podiatrists",270,300,30,0.1111111111111111,6,8,3,17,23.1,48052,"Doctoral or professional degree","None","Internship/residency"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1126","Respiratory Therapists",5340,6810,1470,0.2752808988764045,143,138,147,428,36.94,76851,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1127","Speech-Language Pathologists",2970,3480,510,0.17171717171717171,58,100,51,209,47.84,99506,"Master's degree","None","Internship/residency"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-1151","Nurse Anesthetists",320,390,70,0.21875,5,12,7,24,91.68,190685,"Master's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-2012","Medical and Clinical Laboratory Technicians",5680,6670,990,0.17429577464788731,187,187,99,473,0,0,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-2035","Magnetic Resonance Imaging Technologists",600,700,100,0.16666666666666666,17,16,9,42,42.86,89168,"Associate's degree","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-2054","Respiratory Therapy Technicians",240,110,-130,-0.54166666666666663,7,7,-14,0,30.7,63853,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-2081","Opticians, Dispensing",2100,2480,380,0.18095238095238095,76,85,38,199,18.88,39258,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",1490,1680,190,0.12751677852348994,35,43,19,97,34.69,72159,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"31-2021","Physical Therapist Assistants",1480,1950,470,0.31756756756756754,75,126,46,247,32.58,67745,"Associate's degree","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"31-9092","Medical Assistants",21540,27380,5840,0.27112349117920148,1074,1502,584,3160,16.8,34942,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"31-9097","Phlebotomists",4320,5460,1140,0.2638888888888889,211,282,114,607,21.04,43747,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"33-2011","Firefighters",7740,8380,640,8.2687338501291993E-2,181,342,63,586,40.119999999999997,83441,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"33-3051","Police and Sheriff's Patrol Officers",25170,27100,1930,7.6678585617798972E-2,631,1018,192,1841,51.26,106606,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"33-9091","Crossing Guards",1670,1650,-20,-1.1976047904191617E-2,232,65,-2,295,17.11,35580,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",4810,5280,470,9.7713097713097719E-2,699,532,46,1277,17.59,36588,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"35-2011","Cooks, Fast Food",26480,28370,1890,7.1374622356495471E-2,1607,2194,189,3990,11.43,23771,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"35-2019","Cooks, All Other",1100,1280,180,0.16363636363636364,70,95,18,183,14.99,31167,"No formal educational credential","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"35-3041","Food Servers, Nonrestaurant",6700,7470,770,0.11492537313432835,534,498,77,1109,12.47,25931,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",5780,6420,640,0.11072664359861592,308,368,63,739,22.79,47419,"High school diploma or equivalent","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",260,280,20,7.6923076923076927E-2,13,19,2,34,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"39-2021","Nonfarm Animal Caretakers",4860,5810,950,0.19547325102880658,364,430,94,888,12.21,25397,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"39-3091","Amusement and Recreation Attendants",8430,9570,1140,0.13523131672597866,950,1070,115,2135,12.11,25191,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"39-5011","Barbers",640,780,140,0.21875,32,32,14,78,18.47,38429,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"39-5094","Skincare Specialists",1950,2310,360,0.18461538461538463,128,108,36,272,13.21,27474,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"39-9011","Childcare Workers",29390,32110,2720,9.2548485879550862E-2,2510,1904,271,4685,12.42,25818,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"41-1011","First-Line Supervisors of Retail Sales Workers",38580,41220,2640,6.8429237947122856E-2,1473,2685,264,4422,18.440000000000001,38357,"High school diploma or equivalent","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"41-2031","Retail Salespersons",115510,121040,5530,4.787464288806164E-2,7488,9386,553,17427,12.17,25309,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"41-3011","Advertising Sales Agents",7890,7960,70,8.8719898605830166E-3,296,685,7,988,28.53,59338,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",8690,8940,250,2.8768699654775604E-2,291,590,24,905,38.72,80525,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"41-9022","Real Estate Sales Agents",7620,8740,1120,0.14698162729658792,419,319,112,850,22.89,47623,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-2011","Switchboard Operators, Including Answering Service",3270,2620,-650,-0.19877675840978593,185,197,-65,317,14.86,30923,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-3041","Gaming Cage Workers",1240,1250,10,8.0645161290322578E-3,76,116,1,193,12.71,26439,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-4021","Correspondence Clerks",130,140,10,7.6923076923076927E-2,6,9,1,16,20.100000000000001,41814,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-4051","Customer Service Representatives",55650,57020,1370,2.4618149146451034E-2,2880,4226,136,7242,17.68,36778,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-4131","Loan Interviewers and Clerks",4400,4730,330,7.4999999999999997E-2,164,264,33,461,22.66,47147,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-4199","Information and Record Clerks, All Other",6140,6860,720,0.11726384364820847,316,407,72,795,22.16,46103,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-5041","Meter Readers, Utilities",910,830,-80,-8.7912087912087919E-2,28,35,-8,55,25.56,53155,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-5071","Shipping, Receiving, and Traffic Clerks",30330,30990,660,2.1760633036597428E-2,1197,1826,66,3089,14.79,30759,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",63260,60540,-2720,-4.2997154600063231E-2,3334,3243,-272,6305,19.649999999999999,40882,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-9041","Insurance Claims and Policy Processing Clerks",9990,10510,520,5.2052052052052052E-2,438,576,52,1066,19.29,40145,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",1300,1290,-10,-7.6923076923076927E-3,70,73,-1,142,16.82,34976,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"43-9199","Office and Administrative Support Workers, All Other",12600,13910,1310,0.10396825396825397,577,842,131,1550,16.77,34874,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",450,430,-20,-4.4444444444444446E-2,16,50,-2,64,12.16,25294,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-2041","Carpet Installers",1990,2520,530,0.26633165829145727,71,117,52,240,23.8,49509,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",790,1000,210,0.26582278481012656,29,61,22,112,26.39,54893,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-2111","Electricians",13090,14680,1590,0.12146676852559206,484,1032,160,1676,32.92,68471,"High school diploma or equivalent","None","Apprenticeship"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-2171","Reinforcing Iron and Rebar Workers",650,800,150,0.23076923076923078,18,56,15,89,21.5,44704,"High school diploma or equivalent","None","Apprenticeship"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-3012","Helpers--Carpenters",560,680,120,0.21428571428571427,26,60,13,99,17.510000000000002,36409,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-4021","Elevator Installers and Repairers",590,680,90,0.15254237288135594,20,53,9,82,45.1,93816,"High school diploma or equivalent","None","Apprenticeship"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"47-4099","Construction and Related Workers, All Other",240,250,10,4.1666666666666664E-2,10,16,2,28,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-2092","Electric Motor, Power Tool, and Related Repairers",530,540,10,1.8867924528301886E-2,16,33,1,50,22.86,47547,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-2098","Security and Fire Alarm Systems Installers",1950,2370,420,0.2153846153846154,70,162,42,274,25.27,52554,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",3210,3580,370,0.11526479750778816,106,214,38,358,31.53,65573,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-3051","Motorboat Mechanics and Service Technicians",280,300,20,7.1428571428571425E-2,12,18,2,32,15.02,31227,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",650,620,-30,-4.6153846153846156E-2,16,31,-4,43,38.81,80745,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-9044","Millwrights",810,880,70,8.6419753086419748E-2,27,48,7,82,27.76,57743,"High school diploma or equivalent","None","Apprenticeship"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-9069","Precision Instrument and Equipment Repairers, All Other",190,200,10,5.2631578947368418E-2,8,9,2,19,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",5490,5800,310,5.6466302367941715E-2,207,324,32,563,17.489999999999998,36366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-2023","Electromechanical Equipment Assemblers",1540,1120,-420,-0.27272727272727271,67,87,-41,113,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-3021","Butchers and Meat Cutters",5100,5810,710,0.13921568627450981,245,416,71,732,13.19,27441,"No formal educational credential","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-3093","Food Cooking Machine Operators and Tenders",1030,1060,30,2.9126213592233011E-2,56,84,4,144,14.48,30113,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",750,670,-80,-0.10666666666666667,20,51,-7,64,18.18,37800,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",910,720,-190,-0.2087912087912088,30,56,-19,67,22.46,46715,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-4071","Foundry Mold and Coremakers",290,220,-70,-0.2413793103448276,9,19,-6,22,14.61,30379,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-4191","Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic",640,540,-100,-0.15625,22,41,-10,53,19.05,39622,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-5111","Prepress Technicians and Workers",1240,820,-420,-0.33870967741935482,43,78,-41,80,21.6,44924,"Postsecondary non-degree award","None","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-5112","Printing Press Operators",5410,4100,-1310,-0.24214417744916822,185,309,-131,363,15.98,33235,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-6041","Shoe and Leather Workers and Repairers",400,340,-60,-0.15,17,18,-6,29,13.31,27677,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-6063","Textile Knitting and Weaving Machine Setters, Operators, and Tenders",880,550,-330,-0.375,40,49,-32,57,11.69,24320,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-7011","Cabinetmakers and Bench Carpenters",3170,2690,-480,-0.15141955835962145,137,162,-48,251,15.69,32641,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-8012","Power Distributors and Dispatchers",390,390,0,0,10,24,-1,33,36.5,75927,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-8091","Chemical Plant and System Operators",160,140,-20,-0.125,4,11,-2,13,23.32,48485,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",700,620,-80,-0.11428571428571428,24,49,-8,65,13.83,28762,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",1270,1210,-60,-4.7244094488188976E-2,48,100,-7,141,13.47,28025,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-9083","Ophthalmic Laboratory Technicians",600,650,50,8.3333333333333329E-2,27,42,5,74,14.59,30338,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-9141","Semiconductor Processors",510,490,-20,-3.9215686274509803E-2,20,37,-2,55,20.03,41669,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",1560,1480,-80,-5.128205128205128E-2,58,94,-8,144,12.9,26827,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",6110,6830,720,0.11783960720130933,208,444,72,724,0,0,"High school diploma or equivalent","<5 years","None"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-2031","Flight Attendants",7040,8580,1540,0.21875,386,442,155,983,0,53560,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-3011","Ambulance Drivers and Attendants, Except Emergency Medical Technicians",830,1010,180,0.21686746987951808,56,74,18,148,12.21,25391,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-3033","Light Truck or Delivery Services Drivers",29840,32280,2440,8.1769436997319034E-2,1317,1951,244,3512,16.95,35255,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-6021","Parking Lot Attendants",12910,13910,1000,7.745933384972889E-2,786,1181,99,2066,11.88,24698,"No formal educational credential","None","Short-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-7021","Crane and Tower Operators",1040,1210,170,0.16346153846153846,37,79,17,133,26.75,55657,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ",4,"53-7064","Packers and Packagers, Hand",31340,32510,1170,3.7332482450542437E-2,2162,2606,117,4885,11.41,23727,"No formal educational credential","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"11-1011","Chief Executives",140,130,-10,-7.1428571428571425E-2,4,5,-1,8,0,0,"Bachelor's degree","≥5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"11-3071","Transportation, Storage, and Distribution Managers",30,30,0,0,1,2,0,3,27.17,56521,"High school diploma or equivalent","≥5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"11-9111","Medical and Health Services Managers",40,50,10,0.25,1,2,1,4,58.38,121432,"Bachelor's degree","<5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"13-1051","Cost Estimators",80,100,20,0.25,3,6,2,11,30.51,63451,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"13-2011","Accountants and Auditors",170,190,20,0.11764705882352941,5,10,2,17,31.62,65778,"Bachelor's degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"17-2051","Civil Engineers",50,60,10,0.2,1,3,1,5,55.75,115956,"Bachelor's degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"21-1021","Child, Family, and School Social Workers",70,90,20,0.2857142857142857,3,5,2,10,18.850000000000001,39197,"Bachelor's degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"21-2011","Clergy",50,50,0,0,2,3,1,6,32.61,67823,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",360,410,50,0.1388888888888889,13,14,5,32,0,72190,"Bachelor's degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",150,170,20,0.13333333333333333,5,6,2,13,0,84152,"Bachelor's degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"29-1021","Dentists, General",60,70,10,0.16666666666666666,1,0,1,2,65.09,135392,"Doctoral or professional degree","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"29-2052","Pharmacy Technicians",200,230,30,0.15,7,9,3,19,18.79,39085,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",260,300,40,0.15384615384615385,10,10,4,24,27.29,56754,"Postsecondary non-degree award","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"31-9097","Phlebotomists",50,60,10,0.2,2,3,1,6,18.350000000000001,38172,"Postsecondary non-degree award","None","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"35-1011","Chefs and Head Cooks",30,40,10,0.33333333333333331,1,3,1,5,17.27,35930,"High school diploma or equivalent","≥5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"35-2021","Food Preparation Workers",150,170,20,0.13333333333333333,13,14,2,29,12.36,25726,"No formal educational credential","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"35-9021","Dishwashers",110,120,10,9.0909090909090912E-2,8,9,1,18,11.76,24460,"No formal educational credential","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"37-2021","Pest Control Workers",30,30,0,0,1,3,0,4,15.39,32021,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"39-9011","Childcare Workers",240,300,60,0.25,22,17,6,45,12.7,26415,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"41-2011","Cashiers",1190,1320,130,0.1092436974789916,118,115,12,245,11.62,24173,"No formal educational credential","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"41-3099","Sales Representatives, Services, All Other",80,100,20,0.25,3,7,2,12,22.12,46012,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-3011","Bill and Account Collectors",70,70,0,0,3,5,0,8,20.76,43175,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-3021","Billing and Posting Clerks",140,160,20,0.14285714285714285,6,8,2,16,17.399999999999999,36194,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-4061","Eligibility Interviewers, Government Programs",100,110,10,0.1,4,5,2,11,20.02,41640,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-5081","Stock Clerks and Order Fillers",500,590,90,0.18,30,39,9,78,12.33,25661,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",130,120,-10,-7.6923076923076927E-2,7,6,-1,12,27.72,57659,"High school diploma or equivalent","<5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"43-9061","Office Clerks, General",1000,1050,50,0.05,60,58,4,122,16.78,34894,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",80,90,10,0.125,3,5,2,10,35.57,73998,"High school diploma or equivalent","≥5 years","None"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"47-2111","Electricians",180,200,20,0.1111111111111111,6,14,2,22,30.33,63097,"High school diploma or equivalent","None","Apprenticeship"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"47-4051","Highway Maintenance Workers",50,60,10,0.2,2,3,1,6,23.63,49162,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"49-9043","Maintenance Workers, Machinery",100,110,10,0.1,4,6,1,11,26.45,55021,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"51-2092","Team Assemblers",290,270,-20,-6.8965517241379309E-2,12,20,-2,30,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"51-4121","Welders, Cutters, Solderers, and Brazers",200,220,20,0.1,6,16,2,24,17.559999999999999,36530,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",310,280,-30,-9.6774193548387094E-2,12,23,-4,31,23.81,49519,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"53-3022","Bus Drivers, School or Special Client",60,60,0,0,5,2,0,7,17.59,36598,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Madera","Central","Madera Metropolitan Statistical Area ",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",610,710,100,0.16393442622950818,28,41,10,79,17.8,37012,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-1021","General and Operations Managers",2360,2620,260,0.11016949152542373,52,149,26,227,61.52,127964,"Bachelor's degree","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-2021","Marketing Managers",250,270,20,0.08,6,16,2,24,62.1,129179,"Bachelor's degree","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-3031","Financial Managers",660,730,70,0.10606060606060606,16,34,7,57,63.34,131751,"Bachelor's degree","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-3131","Training and Development Managers",30,30,0,0,1,2,0,3,66.959999999999994,139283,"Bachelor's degree","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-9041","Architectural and Engineering Managers",80,90,10,0.125,2,4,1,7,73.540000000000006,152949,"Bachelor's degree","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"11-9151","Social and Community Service Managers",240,280,40,0.16666666666666666,9,14,4,27,31.87,66289,"Bachelor's degree","<5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"13-1041","Compliance Officers",230,280,50,0.21739130434782608,7,13,5,25,44.57,92692,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"13-1131","Fundraisers",70,70,0,0,2,4,0,6,33.86,70432,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"13-2011","Accountants and Auditors",1220,1340,120,9.8360655737704916E-2,38,74,12,124,43.2,89865,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"13-2099","Financial Specialists, All Other",120,120,0,0,4,6,0,10,38.89,80873,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"15-1133","Software Developers, Systems Software",410,470,60,0.14634146341463414,6,22,6,34,60.3,125410,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"15-1152","Computer Network Support Specialists",100,90,-10,-0.1,2,5,0,7,32.42,67437,"Associate's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"15-1199","Computer Occupations, All Other",170,200,30,0.17647058823529413,4,8,3,15,45.93,95535,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"17-3022","Civil Engineering Technicians",40,40,0,0,1,2,0,3,38.74,80567,"Associate's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"19-3031","Clinical, Counseling, and School Psychologists",330,370,40,0.12121212121212122,9,13,4,26,48.34,100541,"Doctoral or professional degree","None","Internship/residency"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",200,230,30,0.15,8,14,4,26,19.48,40507,"Master's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"21-1023","Mental Health and Substance Abuse Social Workers",170,210,40,0.23529411764705882,7,12,4,23,24.58,51129,"Master's degree","None","Internship/residency"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"21-2011","Clergy",120,140,20,0.16666666666666666,6,8,2,16,28.24,58725,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"25-2011","Preschool Teachers, Except Special Education",350,340,-10,-2.8571428571428571E-2,15,18,-1,32,19.850000000000001,41299,"Associate's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",80,90,10,0.125,3,3,1,7,0,75906,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"25-4031","Library Technicians",90,90,0,0,7,5,0,12,23.51,48905,"Postsecondary non-degree award","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"27-1014","Multimedia Artists and Animators",1340,1470,130,9.7014925373134331E-2,69,41,13,123,42.89,89229,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"27-3031","Public Relations Specialists",190,190,0,0,5,13,1,19,32.42,67447,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-1031","Dietitians and Nutritionists",70,90,20,0.2857142857142857,2,2,2,6,36.549999999999997,76008,"Bachelor's degree","None","Internship/residency"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-1069","Physicians and Surgeons, All Other",230,280,50,0.21739130434782608,4,3,5,12,90.42,188075,"Doctoral or professional degree","None","Internship/residency"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-1071","Physician Assistants",90,130,40,0.44444444444444442,2,4,4,10,58.17,120993,"Master's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-1127","Speech-Language Pathologists",130,160,30,0.23076923076923078,3,4,3,10,45.07,93728,"Master's degree","None","Internship/residency"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-2011","Medical and Clinical Laboratory Technologists",60,70,10,0.16666666666666666,2,2,1,5,0,0,"Bachelor's degree","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"29-2055","Surgical Technologists",60,80,20,0.33333333333333331,2,3,2,7,32.6,67793,"Postsecondary non-degree award","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"31-9011","Massage Therapists",500,540,40,0.08,34,19,4,57,20.04,41680,"Postsecondary non-degree award","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"33-1012","First-Line Supervisors of Police and Detectives",40,40,0,0,1,1,0,2,73.569999999999993,153027,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",140,140,0,0,19,14,0,33,14.3,29737,"No formal educational credential","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"35-2012","Cooks, Institution and Cafeteria",220,250,30,0.13636363636363635,14,19,2,35,18.059999999999999,37575,"No formal educational credential","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",480,540,60,0.125,61,48,6,115,12.41,25798,"No formal educational credential","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",180,200,20,0.1111111111111111,10,11,3,24,22.16,46082,"High school diploma or equivalent","<5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"39-2021","Nonfarm Animal Caretakers",360,510,150,0.41666666666666669,30,35,14,79,18.73,38964,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"39-5094","Skincare Specialists",60,70,10,0.16666666666666666,4,3,0,7,16.3,33903,"Postsecondary non-degree award","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"39-9032","Recreation Workers",560,610,50,8.9285714285714288E-2,38,58,4,100,15.08,31362,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"41-1011","First-Line Supervisors of Retail Sales Workers",1200,1170,-30,-2.5000000000000001E-2,44,80,-3,121,24.69,51352,"High school diploma or equivalent","<5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"41-2021","Counter and Rental Clerks",750,780,30,0.04,40,56,2,98,16.489999999999998,34297,"No formal educational credential","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"41-3099","Sales Representatives, Services, All Other",1050,1210,160,0.15238095238095239,36,97,16,149,28.54,59369,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"41-9099","Sales and Related Workers, All Other",180,190,10,5.5555555555555552E-2,10,14,1,25,24.79,51569,"High school diploma or equivalent","None","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-3051","Payroll and Timekeeping Clerks",210,220,10,4.7619047619047616E-2,9,12,1,22,28.01,58242,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-4071","File Clerks",100,90,-10,-0.1,6,6,-1,11,18.62,38733,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-4151","Order Clerks",130,120,-10,-7.6923076923076927E-2,6,8,-1,13,18.559999999999999,38610,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-5021","Couriers and Messengers",30,40,10,0.33333333333333331,2,2,0,4,12.09,25139,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-5061","Production, Planning, and Expediting Clerks",160,190,30,0.1875,6,12,3,21,29.55,61456,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",2080,2030,-50,-2.403846153846154E-2,111,108,-5,214,22.63,47075,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",400,490,90,0.22500000000000001,14,28,9,51,45.58,94803,"High school diploma or equivalent","≥5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",150,180,30,0.2,6,11,3,20,37,76960,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"47-2111","Electricians",340,350,10,2.9411764705882353E-2,12,26,1,39,38.409999999999997,79912,"High school diploma or equivalent","None","Apprenticeship"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",260,290,30,0.11538461538461539,10,18,2,30,25.2,52409,"High school diploma or equivalent","None","Apprenticeship"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",130,130,0,0,4,9,0,13,44.01,91550,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"49-3051","Motorboat Mechanics and Service Technicians",30,30,0,0,1,2,-1,2,26.51,55123,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",90,110,20,0.22222222222222221,5,7,2,14,20.29,42205,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"51-5112","Printing Press Operators",90,40,-50,-0.55555555555555558,2,4,-5,1,16.52,34371,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"51-8021","Stationary Engineers and Boiler Operators",40,40,0,0,1,3,1,5,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",130,150,20,0.15384615384615385,6,10,2,18,26.96,56070,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",130,130,0,0,4,9,1,14,0,0,"High school diploma or equivalent","<5 years","None"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"53-3041","Taxi Drivers and Chauffeurs",340,450,110,0.3235294117647059,23,16,11,50,14.78,30741,"No formal educational credential","None","Short-term on-the-job training"]
["Marin","Bay Area","San Rafael Metropolitan Division",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",1000,1070,70,7.0000000000000007E-2,51,88,8,147,17.510000000000002,36433,"No formal educational credential","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"11-2022","Sales Managers",240,250,10,4.1666666666666664E-2,6,15,2,23,45.87,95407,"Bachelor's degree","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"11-3061","Purchasing Managers",30,30,0,0,1,2,0,3,0,0,"Bachelor's degree","≥5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",4080,3550,-530,-0.12990196078431374,223,57,-53,227,27.87,57981,"High school diploma or equivalent","≥5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",90,100,10,0.1111111111111111,3,4,1,8,0,0,"Master's degree","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"11-9199","Managers, All Other",190,200,10,5.2631578947368418E-2,5,8,1,14,0,0,"Bachelor's degree","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"13-1081","Logisticians",60,60,0,0,2,4,0,6,38.57,80220,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",260,280,20,7.6923076923076927E-2,8,16,2,26,36.200000000000003,75290,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"13-2072","Loan Officers",220,290,70,0.31818181818181818,6,14,6,26,27.59,57379,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",50,50,0,0,1,2,0,3,33.53,69742,"Associate's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"19-1012","Food Scientists and Technologists",80,90,10,0.125,2,6,1,9,29.95,62289,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"19-4093","Forest and Conservation Technicians",70,80,10,0.14285714285714285,3,6,1,10,18.559999999999999,38608,"Associate's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",70,80,10,0.14285714285714285,3,5,1,9,34.14,71022,"Master's degree","None","Internship/residency"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"21-1094","Community Health Workers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",250,260,10,0.04,11,14,1,26,0,64888,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"25-2053","Special Education Teachers, Middle School",70,80,10,0.14285714285714285,2,3,0,5,0,72098,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",1290,1370,80,6.2015503875968991E-2,73,61,7,141,0,30434,"Some college, no degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",130,140,10,7.6923076923076927E-2,6,6,1,13,21.88,45513,"Bachelor's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"29-1021","Dentists, General",120,140,20,0.16666666666666666,2,1,2,5,70.239999999999995,146095,"Doctoral or professional degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"29-1127","Speech-Language Pathologists",80,90,10,0.125,2,3,0,5,37.020000000000003,77013,"Master's degree","None","Internship/residency"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",200,190,-10,-0.05,7,7,-1,13,25.37,52764,"Postsecondary non-degree award","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"31-2021","Physical Therapist Assistants",40,40,0,0,2,3,1,6,29.27,60884,"Associate's degree","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",90,110,20,0.22222222222222221,6,9,3,18,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",290,320,30,0.10344827586206896,7,12,4,23,37.299999999999997,77568,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",870,810,-60,-6.8965517241379309E-2,49,67,-6,110,10.91,22702,"No formal educational credential","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",170,180,10,5.8823529411764705E-2,20,16,1,37,11.67,24286,"No formal educational credential","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",240,260,20,8.3333333333333329E-2,12,15,2,29,17.88,37174,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"37-3011","Landscaping and Groundskeeping Workers",510,610,100,0.19607843137254902,26,40,9,75,15.65,32545,"No formal educational credential","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",220,190,-30,-0.13636363636363635,13,10,-3,20,11.61,24152,"Postsecondary non-degree award","None","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",740,850,110,0.14864864864864866,29,53,11,93,18.350000000000001,38150,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",60,60,0,0,2,3,0,5,29.31,60949,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"41-3021","Insurance Sales Agents",190,230,40,0.21052631578947367,8,11,4,23,19.350000000000001,40247,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"41-9021","Real Estate Brokers",40,50,10,0.25,2,2,1,5,0,0,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",920,920,0,0,57,44,0,101,19.61,40800,"Some college, no degree","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-4061","Eligibility Interviewers, Government Programs",40,50,10,0.25,2,2,0,4,24.78,51548,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-4151","Order Clerks",30,30,0,0,2,2,0,4,20.04,41691,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",50,60,10,0.2,3,2,1,6,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",230,200,-30,-0.13043478260869565,12,11,-3,20,31.24,64988,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",70,80,10,0.14285714285714285,3,4,2,9,15.96,33185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"45-2041","Graders and Sorters, Agricultural Products",680,740,60,8.8235294117647065E-2,28,66,6,100,11.53,23981,"No formal educational credential","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"47-2031","Carpenters",260,320,60,0.23076923076923078,10,16,6,32,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"47-2141","Painters, Construction and Maintenance",160,190,30,0.1875,6,9,3,18,24.63,51229,"No formal educational credential","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",100,90,-10,-0.1,3,6,-1,8,31.19,64872,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"49-3021","Automotive Body and Related Repairers",70,90,20,0.2857142857142857,3,5,2,10,23.41,48674,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"49-3093","Tire Repairers and Changers",110,90,-20,-0.18181818181818182,4,9,-2,11,13.99,29095,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",560,590,30,5.3571428571428568E-2,18,37,3,58,35.659999999999997,74177,"High school diploma or equivalent","<5 years","None"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"51-4041","Machinists",60,60,0,0,2,4,0,6,21.27,44238,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"51-8013","Power Plant Operators",40,40,0,0,1,2,1,4,45.53,94699,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"51-9122","Painters, Transportation Equipment",40,60,20,0.5,1,4,1,6,18.78,39059,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",480,530,50,0.10416666666666667,21,32,5,58,18.11,37662,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Merced","Central","Merced Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",1300,1370,70,5.3846153846153849E-2,90,109,7,206,11.4,23727,"No formal educational credential","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",280,310,30,0.10714285714285714,9,14,3,26,42.22,87813,"Bachelor's degree","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"11-3121","Human Resources Managers",110,120,10,9.0909090909090912E-2,3,6,2,11,48.09,100030,"Bachelor's degree","≥5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"11-9021","Construction Managers",300,370,70,0.23333333333333334,8,15,7,30,48.53,100938,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",320,380,60,0.1875,10,17,6,33,61.17,127229,"Bachelor's degree","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",110,110,0,0,4,8,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",380,410,30,7.8947368421052627E-2,11,26,3,40,31.13,64748,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"13-1074","Farm Labor Contractors",80,100,20,0.25,3,6,2,11,27.04,56225,"No formal educational credential","<5 years","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"13-1131","Fundraisers",80,90,10,0.125,3,6,1,10,34.36,71473,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"13-2051","Financial Analysts",100,110,10,0.1,2,7,1,10,34.29,71341,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",270,300,30,0.1111111111111111,5,13,2,20,44.76,93108,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"15-1141","Database Administrators",70,80,10,0.14285714285714285,2,3,1,6,45.81,95271,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"17-2051","Civil Engineers",190,210,20,0.10526315789473684,4,10,2,16,45.68,94997,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"17-3023","Electrical and Electronics Engineering Technicians",100,110,10,0.1,3,5,1,9,44.91,93423,"Associate's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"19-2021","Atmospheric and Space Scientists",90,90,0,0,2,4,0,6,0,0,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",60,60,0,0,1,4,0,5,65.400000000000006,136022,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",90,110,20,0.22222222222222221,4,6,2,12,0,0,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"21-1023","Mental Health and Substance Abuse Social Workers",80,90,10,0.125,3,5,0,8,34.049999999999997,70829,"Master's degree","None","Internship/residency"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"21-2021","Directors, Religious Activities and Education",110,120,10,9.0909090909090912E-2,5,9,1,15,18.309999999999999,38080,"Bachelor's degree","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",140,140,0,0,5,5,0,10,0,0,"Bachelor's degree","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"25-1199","Postsecondary Teachers, All Other",630,690,60,9.5238095238095233E-2,24,25,6,55,0,0,"Doctoral or professional degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",410,490,80,0.1951219512195122,14,17,7,38,0,81979,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"25-4031","Library Technicians",110,130,20,0.18181818181818182,9,6,1,16,18.55,38588,"Postsecondary non-degree award","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"27-1024","Graphic Designers",100,100,0,0,3,6,0,9,23.55,48976,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"27-3031","Public Relations Specialists",130,140,10,7.6923076923076927E-2,4,9,1,14,36.39,75693,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",50,50,0,0,2,1,1,4,40.67,84599,"Bachelor's degree","None","Internship/residency"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",50,70,20,0.4,1,2,2,5,51.87,107883,"Master's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"29-1141","Registered Nurses",2600,3110,510,0.19615384615384615,82,62,51,195,65.569999999999993,136377,"Bachelor's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"29-2031","Cardiovascular Technologists and Technicians",50,60,10,0.2,1,1,1,3,36.049999999999997,74992,"Associate's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",80,90,10,0.125,3,4,1,8,18.559999999999999,38598,"Associate's degree","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"31-1011","Home Health Aides",180,260,80,0.44444444444444442,13,11,7,31,12.61,26230,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"31-9092","Medical Assistants",660,860,200,0.30303030303030304,33,47,21,101,17.41,36218,"Postsecondary non-degree award","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"33-1011","First-Line Supervisors of Correctional Officers",190,180,-10,-5.2631578947368418E-2,6,6,-2,10,0,0,"High school diploma or equivalent","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",60,70,10,0.16666666666666666,2,2,0,4,46.86,97472,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",560,580,20,3.5714285714285712E-2,14,22,2,38,41.02,85313,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",1080,1230,150,0.1388888888888889,52,110,15,177,17.82,37051,"High school diploma or equivalent","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"35-2015","Cooks, Short Order",110,110,0,0,6,9,1,16,12.22,25417,"No formal educational credential","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"35-3031","Waiters and Waitresses",3820,4240,420,0.1099476439790576,298,457,42,797,13.22,27495,"No formal educational credential","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",260,300,40,0.15384615384615385,9,17,4,30,31.59,65698,"High school diploma or equivalent","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",150,170,20,0.13333333333333333,8,7,2,17,22.5,46792,"High school diploma or equivalent","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",650,750,100,0.15384615384615385,47,35,10,92,10.64,22126,"Postsecondary non-degree award","None","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"39-9031","Fitness Trainers and Aerobics Instructors",320,370,50,0.15625,22,34,5,61,29.24,60822,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",840,890,50,5.9523809523809521E-2,45,63,5,113,14.46,30082,"No formal educational credential","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"41-3041","Travel Agents",50,50,0,0,3,3,-1,5,16.22,33739,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",190,210,20,0.10526315789473684,10,8,2,20,24.96,51920,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",240,220,-20,-8.3333333333333329E-2,9,15,-1,23,17.690000000000001,36788,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",620,720,100,0.16129032258064516,28,37,10,75,19.39,40319,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-3099","Financial Clerks, All Other",60,60,0,0,2,4,0,6,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",150,160,10,6.6666666666666666E-2,8,10,1,19,29.49,61334,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",180,210,30,0.16666666666666666,8,12,4,24,17.43,36256,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",90,100,10,0.1111111111111111,5,3,0,8,28.82,59952,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",530,450,-80,-0.15094339622641509,26,26,-9,43,30.19,62777,"High school diploma or equivalent","<5 years","None"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",200,220,20,0.1,9,12,2,23,20.309999999999999,42233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",40840,49900,9060,0.22184133202742409,1660,5171,906,7737,12.06,25080,"No formal educational credential","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"47-2031","Carpenters",1370,1630,260,0.18978102189781021,52,83,26,161,30.67,63789,"High school diploma or equivalent","None","Apprenticeship"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"47-2081","Drywall and Ceiling Tile Installers",130,150,20,0.15384615384615385,4,8,2,14,23.67,49224,"No formal educational credential","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",90,100,10,0.1111111111111111,3,7,1,11,30.91,64288,"High school diploma or equivalent","None","Apprenticeship"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",260,240,-20,-7.6923076923076927E-2,8,18,-2,24,28.99,60292,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",680,710,30,4.4117647058823532E-2,22,42,3,67,20.52,42693,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",340,380,40,0.11764705882352941,11,20,4,35,23.66,49223,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",90,110,20,0.22222222222222221,2,5,2,9,20.11,41830,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"49-9094","Locksmiths and Safe Repairers",60,50,-10,-0.16666666666666666,3,2,-1,4,28.9,60109,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"51-2092","Team Assemblers",290,270,-20,-6.8965517241379309E-2,12,20,-2,30,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"51-3092","Food Batchmakers",190,240,50,0.26315789473684209,12,18,4,34,13.85,28803,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"51-7011","Cabinetmakers and Bench Carpenters",100,110,10,0.1,5,6,1,12,21.03,43746,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"51-9111","Packaging and Filling Machine Operators and Tenders",400,460,60,0.15,20,28,6,54,16.43,34176,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"51-9198","Helpers--Production Workers",100,110,10,0.1,6,10,1,17,11.66,24238,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",2440,2670,230,9.4262295081967207E-2,108,160,23,291,17.75,36908,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Monterey","Bay Area","Salinas Metropolitan Statistical Area",4,"53-6061","Transportation Attendants, Except Flight Attendants",320,330,10,3.125E-2,27,15,1,43,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"11-1011","Chief Executives",160,160,0,0,5,7,0,12,98.81,205510,"Bachelor's degree","≥5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",50,60,10,0.2,1,3,1,5,70.33,146284,"Bachelor's degree","≥5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",2030,1870,-160,-7.8817733990147784E-2,114,29,-17,126,64.17,133475,"High school diploma or equivalent","≥5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"11-9021","Construction Managers",170,180,10,5.8823529411764705E-2,4,8,1,13,51.52,107174,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",130,140,10,7.6923076923076927E-2,4,7,1,12,60.59,126035,"Bachelor's degree","<5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",80,80,0,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"13-1131","Fundraisers",30,40,10,0.33333333333333331,1,2,0,3,30.55,63543,"Bachelor's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"13-2072","Loan Officers",70,70,0,0,2,4,0,6,36.47,75852,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",70,80,10,0.14285714285714285,1,4,0,5,39.54,82253,"Bachelor's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",50,50,0,0,2,3,0,5,37.5,78008,"Associate's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"19-1042","Medical Scientists, Except Epidemiologists",70,70,0,0,1,4,0,5,0,0,"Doctoral or professional degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",70,80,10,0.14285714285714285,3,5,1,9,0,0,"Master's degree","None","Internship/Residency"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",50,60,10,0.2,2,3,0,5,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"25-1121","Art, Drama, and Music Teachers, Postsecondary",90,100,10,0.1111111111111111,3,4,1,8,0,0,"Master's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"25-2053","Special Education Teachers, Middle School",30,30,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"27-1011","Art Directors",30,40,10,0.33333333333333331,2,1,1,4,48.56,101009,"Bachelor's degree","≥5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"27-1024","Graphic Designers",160,170,10,6.25E-2,6,9,1,16,25.2,52418,"Bachelor's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"29-1062","Family and General Practitioners",80,80,0,0,1,1,0,2,0,0,"Doctoral or professional degree","None","Internship/Residency"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",50,50,0,0,1,1,0,2,43.95,91412,"Master's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"29-2021","Dental Hygienists",160,150,-10,-6.25E-2,6,4,-1,9,48.22,100308,"Associate's degree","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",70,70,0,0,2,2,0,4,22.37,46529,"Postsecondary non-degree award","None","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",120,130,10,8.3333333333333329E-2,7,12,1,20,14.23,29583,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"33-3012","Correctional Officers and Jailers",170,130,-40,-0.23529411764705882,5,7,-4,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"35-1011","Chefs and Head Cooks",330,380,50,0.15151515151515152,11,32,6,49,25.71,53467,"High school diploma or equivalent","≥5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"35-2019","Cooks, All Other",40,50,10,0.25,3,4,1,8,18.07,37586,"No formal educational credential","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",140,150,10,7.1428571428571425E-2,11,10,1,22,12.15,25263,"No formal educational credential","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",180,210,30,0.16666666666666666,10,12,3,25,21.74,45218,"High school diploma or equivalent","<5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",80,90,10,0.125,4,4,1,9,21.92,45588,"High school diploma or equivalent","<5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"39-6011","Baggage Porters and Bellhops",180,210,30,0.16666666666666666,9,17,3,29,11.42,23751,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"39-6012","Concierges",70,80,10,0.14285714285714285,4,6,1,11,18.25,37956,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"39-9041","Residential Advisors",70,80,10,0.14285714285714285,5,7,0,12,19.78,41145,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",90,90,0,0,4,7,0,11,19.760000000000002,41094,"No formal educational credential","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",880,1050,170,0.19318181818181818,32,65,16,113,34.58,71910,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-2011","Switchboard Operators, Including Answering Service",40,30,-10,-0.25,2,2,-1,3,17.100000000000001,35570,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",150,160,10,6.6666666666666666E-2,7,9,1,17,23.87,49644,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",70,70,0,0,4,4,0,8,20.66,42960,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",360,370,10,2.7777777777777776E-2,23,24,1,48,17.05,35478,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-5061","Production, Planning, and Expediting Clerks",160,190,30,0.1875,6,11,3,20,21.81,45376,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",80,60,-20,-0.25,4,4,-2,6,25.8,53677,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",1240,1240,0,0,73,71,0,144,18.38,38252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"45-4011","Forest and Conservation Workers",50,40,-10,-0.2,2,5,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",100,120,20,0.2,4,8,2,14,31.32,65153,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"47-2111","Electricians",170,210,40,0.23529411764705882,7,14,4,25,39.020000000000003,81164,"High school diploma or equivalent","None","Apprenticeship"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"47-4051","Highway Maintenance Workers",40,40,0,0,2,2,0,4,28.54,59372,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",70,80,10,0.14285714285714285,2,5,1,8,28.81,59936,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",450,560,110,0.24444444444444444,16,32,10,58,35.82,74514,"High school diploma or equivalent","<5 years","None"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",100,120,20,0.2,5,8,2,15,19.77,41126,"No formal educational credential","None","Long-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",40,40,0,0,3,1,0,4,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",100,120,20,0.2,4,7,3,14,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"53-2012","Commercial Pilots",40,40,0,0,1,2,0,3,0,78981,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Napa","Bay Area","Napa Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",400,480,80,0.2,15,33,8,56,18.3,38065,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-1021","General and Operations Managers",28440,31520,3080,0.10829817158931083,622,1788,308,2718,60.05,124902,"Bachelor's degree","≥5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-2031","Public Relations and Fundraising Managers",590,660,70,0.11864406779661017,14,36,6,56,66.64,138589,"Bachelor's degree","≥5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-3071","Transportation, Storage, and Distribution Managers",1440,1590,150,0.10416666666666667,34,79,15,128,49.84,103663,"High school diploma or equivalent","≥5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-9021","Construction Managers",7490,8600,1110,0.14819759679572764,184,358,110,652,52.82,109869,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",540,610,70,0.12962962962962962,16,26,7,49,27.02,56195,"Bachelor's degree","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-9051","Food Service Managers",5430,6190,760,0.13996316758747698,184,428,76,688,25.68,53409,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"11-9151","Social and Community Service Managers",1290,1440,150,0.11627906976744186,45,71,16,132,32.880000000000003,68391,"Bachelor's degree","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"13-1032","Insurance Appraisers, Auto Damage",250,260,10,0.04,6,14,1,21,30.55,63533,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"13-1081","Logisticians",2040,2220,180,8.8235294117647065E-2,52,150,18,220,40.99,85252,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"13-1141","Compensation, Benefits, and Job Analysis Specialists",860,950,90,0.10465116279069768,23,49,8,80,34.049999999999997,70810,"Bachelor's degree","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"13-2031","Budget Analysts",670,730,60,8.9552238805970144E-2,19,32,6,57,46.41,96529,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"13-2061","Financial Examiners",550,610,60,0.10909090909090909,16,26,5,47,48.05,99938,"Bachelor's degree","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"15-1121","Computer Systems Analysts",5530,5980,450,8.1374321880650996E-2,105,257,45,407,46.17,96043,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"15-1134","Web Developers",3050,3530,480,0.15737704918032788,62,167,49,278,32.479999999999997,67559,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"15-1152","Computer Network Support Specialists",1920,2140,220,0.11458333333333333,41,104,22,167,34.590000000000003,71946,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-1012","Landscape Architects",1010,1040,30,2.9702970297029702E-2,26,46,3,75,39.51,82182,"Bachelor's degree","None","Internship/residency"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-2041","Chemical Engineers",280,310,30,0.10714285714285714,6,12,3,21,41.73,86792,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-2051","Civil Engineers",4460,4950,490,0.10986547085201794,102,232,49,383,49.94,103872,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",220,240,20,9.0909090909090912E-2,5,9,2,16,49.01,101943,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-2199","Engineers, All Other",1430,1540,110,7.6923076923076927E-2,34,60,11,105,45.01,93616,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-3023","Electrical and Electronics Engineering Technicians",2220,2340,120,5.4054054054054057E-2,73,120,12,205,26.37,54856,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"17-3029","Engineering Technicians, Except Drafters, All Other",730,800,70,9.5890410958904104E-2,24,40,7,71,28.62,59527,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"19-1042","Medical Scientists, Except Epidemiologists",1730,1860,130,7.5144508670520235E-2,33,114,13,160,42.88,89199,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"19-3031","Clinical, Counseling, and School Psychologists",1960,2160,200,0.10204081632653061,52,79,20,151,41.88,87117,"Doctoral or professional degree","None","Internship/residency"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"19-4021","Biological Technicians",550,560,10,1.8181818181818181E-2,14,38,1,53,19.87,41330,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",1050,1230,180,0.17142857142857143,42,74,18,134,0,0,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"21-1021","Child, Family, and School Social Workers",3390,3650,260,7.6696165191740412E-2,126,224,27,377,23.77,49443,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"21-1092","Probation Officers and Correctional Treatment Specialists",420,450,30,7.1428571428571425E-2,13,23,2,38,46.66,97048,"Bachelor's degree","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"23-1011","Lawyers",9480,10600,1120,0.11814345991561181,199,217,112,528,82.01,170568,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"23-2093","Title Examiners, Abstractors, and Searchers",740,820,80,0.10810810810810811,28,36,8,72,28.04,58328,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-1032","Engineering Teachers, Postsecondary",190,220,30,0.15789473684210525,8,8,3,19,0,0,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-1042","Biological Science Teachers, Postsecondary",430,500,70,0.16279069767441862,17,18,7,42,0,122486,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-1066","Psychology Teachers, Postsecondary",390,440,50,0.12820512820512819,15,16,5,36,0,92012,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-1123","English Language and Literature Teachers, Postsecondary",660,730,70,0.10606060606060606,25,26,7,58,0,78018,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-1126","Philosophy and Religion Teachers, Postsecondary",130,150,20,0.15384615384615385,5,5,2,12,0,95870,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-2012","Kindergarten Teachers, Except Special Education",1290,1390,100,7.7519379844961239E-2,58,72,10,140,0,68707,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",1850,1980,130,7.0270270270270274E-2,64,70,13,147,0,86061,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-3021","Self-Enrichment Education Teachers",3300,3890,590,0.1787878787878788,219,168,58,445,16.399999999999999,34110,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"25-9031","Instructional Coordinators",1290,1450,160,0.12403100775193798,65,56,17,138,42.67,88742,"Master's degree","≥5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-1014","Multimedia Artists and Animators",1500,1700,200,0.13333333333333333,78,47,20,145,29.39,61121,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-1025","Interior Designers",1280,1440,160,0.125,48,76,16,140,28.28,58826,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-2031","Dancers",280,290,10,3.5714285714285712E-2,18,20,1,39,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-3041","Editors",730,750,20,2.7397260273972601E-2,24,47,2,73,27.95,58115,"Bachelor's degree","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-4011","Audio and Video Equipment Technicians",1070,1250,180,0.16822429906542055,33,72,18,123,18.059999999999999,37552,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"27-4012","Broadcast Technicians",260,310,50,0.19230769230769232,8,18,5,31,14.26,29662,"Associate's degree","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-1051","Pharmacists",2700,2920,220,8.1481481481481488E-2,65,54,22,141,69.05,143638,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-1067","Surgeons",660,740,80,0.12121212121212122,10,8,7,25,52.71,109650,"Doctoral or professional degree","None","Internship/residency"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-1123","Physical Therapists",2380,2890,510,0.21428571428571427,51,55,51,157,46.49,96693,"Doctoral or professional degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-1141","Registered Nurses",21720,24730,3010,0.13858195211786373,665,505,301,1471,43.36,90194,"Bachelor's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-2031","Cardiovascular Technologists and Technicians",300,330,30,0.1,8,8,4,20,34.97,72738,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-2041","Emergency Medical Technicians and Paramedics",1760,2180,420,0.23863636363636365,34,81,42,157,12.25,25478,"Postsecondary non-degree award","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-2056","Veterinary Technologists and Technicians",1080,1270,190,0.17592592592592593,38,52,19,109,18.73,38943,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"29-9012","Occupational Health and Safety Technicians",100,110,10,0.1,2,3,1,6,27.55,57303,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"31-1015","Orderlies",360,410,50,0.1388888888888889,23,20,4,47,16.95,35271,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"31-9093","Medical Equipment Preparers",660,740,80,0.12121212121212122,44,42,8,94,19.850000000000001,41289,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"31-9099","Healthcare Support Workers, All Other",930,1050,120,0.12903225806451613,62,59,12,133,21.74,45239,"High school diploma or equivalent","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"33-3021","Detectives and Criminal Investigators",690,710,20,2.8985507246376812E-2,19,24,3,46,54.2,112726,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"33-3051","Police and Sheriff's Patrol Officers",3780,3990,210,5.5555555555555552E-2,94,151,20,265,51.99,108128,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",8380,9630,1250,0.14916467780429593,404,859,125,1388,15.58,32401,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"35-2012","Cooks, Institution and Cafeteria",1760,2070,310,0.17613636363636365,112,153,30,295,14.83,30858,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"35-3011","Bartenders",5090,5810,720,0.14145383104125736,262,625,72,959,12.36,25705,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",8030,9030,1000,0.12453300124533001,759,676,101,1536,11.47,23864,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",25880,28500,2620,0.10123647604327667,1770,1710,262,3742,12.96,26950,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"39-1021","First-Line Supervisors of Personal Service Workers",1800,2000,200,0.1111111111111111,91,85,20,196,19.14,39807,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"39-3091","Amusement and Recreation Attendants",8600,9490,890,0.10348837209302325,955,1075,89,2119,11.42,23740,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"39-5092","Manicurists and Pedicurists",2270,2680,410,0.18061674008810572,149,126,41,316,11.87,24687,"Postsecondary non-degree award","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"39-9011","Childcare Workers",7190,7810,620,8.6230876216968011E-2,612,465,62,1139,13.45,27989,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"41-1011","First-Line Supervisors of Retail Sales Workers",12310,12680,370,3.0056864337936636E-2,461,841,37,1339,20.02,41642,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"41-2031","Retail Salespersons",44670,45250,580,1.2984105663756436E-2,2846,3568,58,6472,12.03,25031,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"41-3099","Sales Representatives, Services, All Other",13730,15190,1460,0.10633648943918426,457,1248,147,1852,27.81,57840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"41-9021","Real Estate Brokers",1840,2090,250,0.1358695652173913,100,76,25,201,0,0,"High school diploma or equivalent","<5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"41-9022","Real Estate Sales Agents",4210,4710,500,0.11876484560570071,228,174,50,452,33.57,69833,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-2011","Switchboard Operators, Including Answering Service",1330,1100,-230,-0.17293233082706766,76,81,-23,134,14.21,29551,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-3061","Procurement Clerks",650,630,-20,-3.0769230769230771E-2,27,41,-2,66,19.88,41343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-4041","Credit Authorizers, Checkers, and Clerks",720,670,-50,-6.9444444444444448E-2,24,45,-5,64,19.34,40217,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-4121","Library Assistants, Clerical",740,790,50,6.7567567567567571E-2,60,46,5,111,13.53,28149,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-4171","Receptionists and Information Clerks",13160,14100,940,7.1428571428571425E-2,848,905,94,1847,15.23,31670,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-5031","Police, Fire, and Ambulance Dispatchers",460,500,40,8.6956521739130432E-2,17,26,4,47,34.5,71754,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-5061","Production, Planning, and Expediting Clerks",5190,5660,470,9.05587668593449E-2,188,352,48,588,23.18,48221,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-6012","Legal Secretaries",3550,2980,-570,-0.16056338028169015,176,171,-57,290,25.06,52111,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-9031","Desktop Publishers",150,130,-20,-0.13333333333333333,6,9,-2,13,26.7,55520,"Associate's degree","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"43-9199","Office and Administrative Support Workers, All Other",4290,4700,410,9.5571095571095568E-2,195,286,41,522,17.02,35396,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",6880,8080,1200,0.1744186046511628,239,472,120,831,39.69,82538,"High school diploma or equivalent","≥5 years","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-2021","Brickmasons and Blockmasons",850,1020,170,0.2,27,52,16,95,27.6,57417,"High school diploma or equivalent","None","Apprenticeship"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-2044","Tile and Marble Setters",1090,1420,330,0.30275229357798167,39,65,33,137,23.59,49071,"No formal educational credential","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",1990,2290,300,0.15075376884422109,82,150,30,262,38.26,79576,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-2141","Painters, Construction and Maintenance",7880,9700,1820,0.23096446700507614,300,438,182,920,19.63,40836,"No formal educational credential","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-2181","Roofers",2040,2430,390,0.19117647058823528,64,151,39,254,24.72,51412,"No formal educational credential","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-4011","Construction and Building Inspectors",1140,1280,140,0.12280701754385964,60,68,14,142,42.81,89042,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",200,220,20,0.1,10,15,3,28,21.51,44735,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-2091","Avionics Technicians",110,120,10,9.0909090909090912E-2,2,6,1,9,22.86,47537,"Associate's degree","None","None"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-3023","Automotive Service Technicians and Mechanics",5850,6270,420,7.179487179487179E-2,191,366,42,599,22.25,46278,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-9011","Mechanical Door Repairers",330,400,70,0.21212121212121213,9,18,8,35,21.61,44947,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-9051","Electrical Power-Line Installers and Repairers",460,480,20,4.3478260869565216E-2,12,25,2,39,49.88,103767,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",160,150,-10,-6.25E-2,7,11,-1,17,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"49-9094","Locksmiths and Safe Repairers",360,350,-10,-2.7777777777777776E-2,17,15,-1,31,32.21,66994,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-2022","Electrical and Electronic Equipment Assemblers",5550,4860,-690,-0.12432432432432433,264,340,-69,535,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-2099","Assemblers and Fabricators, All Other",2860,2580,-280,-9.7902097902097904E-2,116,197,-28,285,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-3093","Food Cooking Machine Operators and Tenders",300,370,70,0.23333333333333334,18,27,7,52,10.66,22150,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",260,250,-10,-3.8461538461538464E-2,7,18,-1,24,14.08,29294,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",260,230,-30,-0.11538461538461539,9,17,-4,22,22.29,46356,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-4121","Welders, Cutters, Solderers, and Brazers",3080,3390,310,0.10064935064935066,86,253,31,370,17.11,35599,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-4199","Metal Workers and Plastic Workers, All Other",580,560,-20,-3.4482758620689655E-2,21,40,-2,59,15.47,32160,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-6021","Pressers, Textile, Garment, and Related Materials",650,600,-50,-7.6923076923076927E-2,38,41,-5,74,12.14,25241,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-6091","Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",570,600,30,5.2631578947368418E-2,31,39,3,73,17.59,36602,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",500,540,40,0.08,20,36,3,59,14.43,30010,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",1400,1470,70,0.05,52,107,8,167,19.54,40635,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-9071","Jewelers and Precious Stone and Metal Workers",340,320,-20,-5.8823529411764705E-2,20,15,-2,33,15.25,31710,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-9111","Packaging and Filling Machine Operators and Tenders",4360,4850,490,0.11238532110091744,218,306,49,573,11.8,24555,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-9123","Painting, Coating, and Decorating Workers",220,220,0,0,6,16,0,22,13.35,27769,"No formal educational credential","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"51-9196","Paper Goods Machine Setters, Operators, and Tenders",1000,920,-80,-0.08,35,62,-8,89,19.23,40000,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"53-2012","Commercial Pilots",230,260,30,0.13043478260869565,7,16,3,26,0,67619,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"53-3033","Light Truck or Delivery Services Drivers",9900,10830,930,9.3939393939393934E-2,440,651,92,1183,15.43,32105,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"53-6021","Parking Lot Attendants",2010,2100,90,4.4776119402985072E-2,121,181,9,311,11.41,23748,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"53-7061","Cleaners of Vehicles and Equipment",6220,6930,710,0.11414790996784566,339,570,72,981,12.11,25174,"No formal educational credential","None","Short-term on-the-job training"]
["Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ",4,"53-7199","Material Moving Workers, All Other",730,800,70,9.5890410958904104E-2,34,56,7,97,12.11,25184,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"11-2021","Marketing Managers",1010,1170,160,0.15841584158415842,25,66,16,107,54.75,113870,"Bachelor's degree","≥5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",2130,2840,710,0.33333333333333331,56,129,70,255,41.6,86527,"High school diploma or equivalent","≥5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",560,620,60,0.10714285714285714,16,27,7,50,21.21,44101,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"11-9051","Food Service Managers",4780,5750,970,0.20292887029288703,167,388,97,652,21.37,44458,"High school diploma or equivalent","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"11-9121","Natural Sciences Managers",120,130,10,8.3333333333333329E-2,3,7,1,11,55.36,115135,"Bachelor's degree","≥5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-1032","Insurance Appraisers, Auto Damage",280,270,-10,-3.5714285714285712E-2,7,15,0,22,0,0,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-1041","Compliance Officers",2090,2290,200,9.569377990430622E-2,61,110,20,191,34.979999999999997,72749,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-1111","Management Analysts",4130,4720,590,0.14285714285714285,142,229,58,429,36.96,76872,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",3760,4840,1080,0.28723404255319152,114,295,108,517,27.45,57103,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-2051","Financial Analysts",720,890,170,0.2361111111111111,16,50,17,83,37.82,78679,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"13-2081","Tax Examiners and Collectors, and Revenue Agents",360,360,0,0,11,14,0,25,36.090000000000003,75076,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"15-1131","Computer Programmers",770,740,-30,-3.896103896103896E-2,13,34,-3,44,38.630000000000003,80344,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",1570,1770,200,0.12738853503184713,24,78,21,123,36.78,76495,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",200,270,70,0.35,5,9,6,20,41.35,86000,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-2031","Biomedical Engineers",140,160,20,0.14285714285714285,3,7,2,12,42.44,88275,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-2081","Environmental Engineers",420,480,60,0.14285714285714285,10,18,6,34,48.46,100795,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-3011","Architectural and Civil Drafters",1010,1210,200,0.19801980198019803,33,60,20,113,25.44,52906,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",540,620,80,0.14814814814814814,18,30,8,56,29.22,60766,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-3029","Engineering Technicians, Except Drafters, All Other",580,650,70,0.1206896551724138,20,32,7,59,32.58,67752,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",180,210,30,0.16666666666666666,6,14,2,22,31.08,64645,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",160,170,10,6.25E-2,3,11,2,16,37.54,78079,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"19-3031","Clinical, Counseling, and School Psychologists",2540,2820,280,0.11023622047244094,67,102,28,197,47.67,99140,"Doctoral or professional degree","None","Internship/residency"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"19-4031","Chemical Technicians",370,410,40,0.10810810810810811,13,23,4,40,23.8,49514,"Associate's degree","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",690,850,160,0.2318840579710145,28,50,16,94,0,0,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",260,280,20,7.6923076923076927E-2,10,18,2,30,23.71,49311,"Master's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",990,1030,40,4.0404040404040407E-2,31,53,4,88,38.96,81055,"Bachelor's degree","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"21-2021","Directors, Religious Activities and Education",1410,1510,100,7.0921985815602842E-2,65,111,10,186,16.38,34069,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"23-2099","Legal Support Workers, All Other",380,410,30,7.8947368421052627E-2,14,18,3,35,23.34,48529,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-1042","Biological Science Teachers, Postsecondary",350,430,80,0.22857142857142856,14,15,8,37,0,111184,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-1065","Political Science Teachers, Postsecondary",110,120,10,9.0909090909090912E-2,4,4,2,10,0,109671,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-1111","Criminal Justice and Law Enforcement Teachers, Postsecondary",110,130,20,0.18181818181818182,4,4,2,10,0,73164,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-1125","History Teachers, Postsecondary",140,160,20,0.14285714285714285,5,6,2,13,0,112189,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-1126","Philosophy and Religion Teachers, Postsecondary",170,200,30,0.17647058823529413,7,7,3,17,0,111732,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",4180,4630,450,0.1076555023923445,190,235,45,470,14.27,29662,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-2032","Career/Technical Education Teachers, Secondary School",730,810,80,0.1095890410958904,24,29,8,61,0,83573,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",1400,1640,240,0.17142857142857143,93,71,24,188,16.920000000000002,35176,"High school diploma or equivalent","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"25-9011","Audio-Visual and Multimedia Collections Specialists",170,190,20,0.11764705882352941,9,8,2,19,21.79,45330,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",370,510,140,0.3783783783783784,21,13,13,47,29.13,60603,"Bachelor's degree","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"27-1025","Interior Designers",490,560,70,0.14285714285714285,19,30,7,56,23.66,49210,"Bachelor's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"27-2041","Music Directors and Composers",520,550,30,5.7692307692307696E-2,31,20,3,54,23.52,48905,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"27-3041","Editors",190,200,10,5.2631578947368418E-2,6,12,0,18,30.26,62939,"Bachelor's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"27-4021","Photographers",1090,720,-370,-0.33944954128440369,39,32,-37,34,14.95,31104,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-1051","Pharmacists",2830,3080,250,8.8339222614840993E-2,68,57,25,150,69.91,145435,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-1066","Psychiatrists",420,460,40,9.5238095238095233E-2,6,5,4,15,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-1123","Physical Therapists",1460,1910,450,0.30821917808219179,32,35,45,112,46.77,97282,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-1124","Radiation Therapists",170,180,10,5.8823529411764705E-2,4,4,1,9,51.06,106198,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-1131","Veterinarians",520,690,170,0.32692307692307693,11,10,17,38,55.78,116027,"Doctoral or professional degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-2012","Medical and Clinical Laboratory Technicians",1070,1230,160,0.14953271028037382,35,35,16,86,0,0,"Associate's degree","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-2035","Magnetic Resonance Imaging Technologists",190,220,30,0.15789473684210525,5,5,3,13,39.049999999999997,81237,"Associate's degree","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-2055","Surgical Technologists",870,970,100,0.11494252873563218,30,41,10,81,26.75,55648,"Postsecondary non-degree award","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"29-2081","Opticians, Dispensing",850,1010,160,0.18823529411764706,31,34,16,81,18.059999999999999,37562,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"31-1013","Psychiatric Aides",400,440,40,0.1,26,21,5,52,15.95,33183,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",540,750,210,0.3888888888888889,28,48,22,98,13.8,28719,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"31-9095","Pharmacy Aides",530,520,-10,-1.8867924528301886E-2,35,36,-1,70,12.12,25201,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",250,270,20,0.08,7,8,1,16,71.19,148069,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"33-3012","Correctional Officers and Jailers",4270,3940,-330,-7.7283372365339581E-2,145,185,-33,297,39.369999999999997,81878,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"33-9031","Gaming Surveillance Officers and Gaming Investigators",230,280,50,0.21739130434782608,15,18,5,38,15.65,32535,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",2390,2700,310,0.1297071129707113,353,269,30,652,18.14,37740,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",11160,13850,2690,0.24103942652329749,733,1000,269,2002,13.25,27557,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"35-2015","Cooks, Short Order",2350,2500,150,6.3829787234042548E-2,142,194,15,351,12.82,26651,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"35-3031","Waiters and Waitresses",22050,26150,4100,0.18594104308390022,1784,2733,410,4927,11.76,24460,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",2020,2340,320,0.15841584158415842,110,132,32,274,20.28,42194,"High school diploma or equivalent","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"37-3011","Landscaping and Groundskeeping Workers",15550,17990,2440,0.15691318327974277,783,1198,245,2226,12.56,26117,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"39-2011","Animal Trainers",1490,1620,130,8.7248322147651006E-2,74,97,13,184,14.18,29501,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"39-3093","Locker Room, Coatroom, and Dressing Room Attendants",230,270,40,0.17391304347826086,26,30,4,60,15.48,32206,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"39-6011","Baggage Porters and Bellhops",630,790,160,0.25396825396825395,34,62,15,111,12.38,25767,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"39-9032","Recreation Workers",3190,3450,260,8.1504702194357362E-2,217,332,27,576,12.28,25541,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"39-9099","Personal Care and Service Workers, All Other",450,500,50,0.1111111111111111,32,37,5,74,16.89,35138,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"41-3011","Advertising Sales Agents",680,710,30,4.4117647058823532E-2,26,60,3,89,16.95,35268,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",13200,14320,1120,8.4848484848484854E-2,454,922,111,1487,28.37,59007,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"41-9041","Telemarketers",1090,1250,160,0.14678899082568808,70,110,16,196,11.7,24349,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",3160,3330,170,5.3797468354430382E-2,122,213,17,352,17.8,37023,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",4570,5380,810,0.17724288840262581,213,274,82,569,17.71,36839,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-3071","Tellers",3670,3240,-430,-0.11716621253405994,177,222,-43,356,14.11,29346,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-4061","Eligibility Interviewers, Government Programs",2990,3140,150,5.016722408026756E-2,122,144,14,280,21.65,45018,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",1630,1880,250,0.15337423312883436,63,101,24,188,19.95,41496,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",1390,1540,150,0.1079136690647482,71,92,15,178,21.73,45212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",610,630,20,3.2786885245901641E-2,31,17,2,50,28.82,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",32780,38000,5220,0.15924344112263575,1932,2521,523,4976,12.16,25293,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",1010,890,-120,-0.11881188118811881,51,50,-11,90,23.73,49347,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",360,380,20,5.5555555555555552E-2,20,21,2,43,15.81,32898,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"45-2011","Agricultural Inspectors",210,210,0,0,9,19,1,29,16.79,34933,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2021","Brickmasons and Blockmasons",1690,2300,610,0.36094674556213019,58,111,61,230,27.52,57254,"High school diploma or equivalent","None","Apprenticeship"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2044","Tile and Marble Setters",1140,1490,350,0.30701754385964913,41,68,36,145,30.02,62425,"No formal educational credential","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2081","Drywall and Ceiling Tile Installers",3910,4830,920,0.23529411764705882,134,243,92,469,24.3,50547,"No formal educational credential","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2082","Tapers",1380,1720,340,0.24637681159420291,48,86,34,168,27.16,56481,"No formal educational credential","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",4620,5910,1290,0.2792207792207792,191,352,129,672,23.75,49397,"High school diploma or equivalent","None","Apprenticeship"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-2231","Solar Photovoltaic Installers",500,1190,690,1.38,33,54,69,156,18.8,39096,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",350,460,110,0.31428571428571428,17,39,11,67,14.34,29823,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"47-5021","Earth Drillers, Except Oil and Gas",370,430,60,0.16216216216216217,10,32,5,47,41.28,85866,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"49-2095","Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",300,300,0,0,7,18,0,25,43.47,90423,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",4360,5310,950,0.21788990825688073,148,276,96,520,25.66,53386,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"49-3092","Recreational Vehicle Service Technicians",190,240,50,0.26315789473684209,8,18,5,31,18.2,37849,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",2360,2660,300,0.1271186440677966,85,130,30,245,26.6,55316,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",11310,13080,1770,0.15649867374005305,497,678,177,1352,19.04,39616,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-2021","Coil Winders, Tapers, and Finishers",190,170,-20,-0.10526315789473684,9,12,-2,19,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-2091","Fiberglass Laminators and Fabricators",140,160,20,0.14285714285714285,6,11,2,19,14.4,29959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-3022","Meat, Poultry, and Fish Cutters and Trimmers",740,860,120,0.16216216216216217,36,61,12,109,12.71,26438,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-3023","Slaughterers and Meat Packers",130,180,50,0.38461538461538464,7,12,4,23,10.53,21904,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",220,280,60,0.27272727272727271,7,18,6,31,31.28,65057,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",350,310,-40,-0.11428571428571428,12,23,-4,31,17.79,37001,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-4111","Tool and Die Makers",390,380,-10,-2.564102564102564E-2,15,21,0,36,23.83,49570,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-5111","Prepress Technicians and Workers",160,150,-10,-6.25E-2,6,12,-2,16,18.64,38762,"Postsecondary non-degree award","None","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-6051","Sewers, Hand",140,130,-10,-7.1428571428571425E-2,12,5,-1,16,12.46,25916,"No formal educational credential","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-7021","Furniture Finishers",200,220,20,0.1,12,8,1,21,13.46,28004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-8021","Stationary Engineers and Boiler Operators",270,290,20,7.407407407407407E-2,9,19,2,30,33.880000000000003,70471,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-9022","Grinding and Polishing Workers, Hand",440,370,-70,-0.15909090909090909,15,30,-7,38,14.01,29140,"No formal educational credential","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-9051","Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",120,140,20,0.16666666666666666,6,7,1,14,20.61,42887,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",730,800,70,9.5890410958904104E-2,22,57,6,85,14.24,29611,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",1210,1160,-50,-4.1322314049586778E-2,46,73,-5,114,13,27042,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",2550,3090,540,0.21176470588235294,91,194,54,339,0,0,"High school diploma or equivalent","<5 years","None"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-2012","Commercial Pilots",330,350,20,6.0606060606060608E-2,10,22,2,34,0,67722,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",28070,33160,5090,0.18133238332739579,1298,1923,509,3730,23.1,48044,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-6021","Parking Lot Attendants",710,820,110,0.15492957746478872,45,67,10,122,11.63,24192,"No formal educational credential","None","Short-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-7021","Crane and Tower Operators",180,200,20,0.1111111111111111,6,13,2,21,15.01,31217,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area",4,"53-7063","Machine Feeders and Offbearers",1760,2590,830,0.47159090909090912,117,175,84,376,15.05,31299,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-2011","Advertising and Promotions Managers",130,150,20,0.15384615384615385,4,11,2,17,57.31,119187,"Bachelor's degree","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",13680,16500,2820,0.20614035087719298,266,822,282,1370,92.34,192069,"Bachelor's degree","≥5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",680,770,90,0.13235294117647059,16,38,9,63,51.02,106133,"High school diploma or equivalent","≥5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",710,810,100,0.14084507042253522,21,35,10,66,28.08,58399,"Bachelor's degree","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-9051","Food Service Managers",2670,3060,390,0.14606741573033707,91,211,39,341,26.64,55409,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",860,980,120,0.13953488372093023,30,48,12,90,0,0,"Bachelor's degree","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"13-1051","Cost Estimators",1790,1990,200,0.11173184357541899,60,123,20,203,43.1,89640,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"13-1121","Meeting, Convention, and Event Planners",690,820,130,0.18840579710144928,28,56,13,97,31.84,66227,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"13-1131","Fundraisers",310,360,50,0.16129032258064516,10,22,5,37,30.65,63737,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"13-2051","Financial Analysts",4400,5200,800,0.18181818181818182,96,302,80,478,50.83,105715,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"13-2081","Tax Examiners and Collectors, and Revenue Agents",220,210,-10,-4.5454545454545456E-2,6,8,-1,13,43.94,91396,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"15-1131","Computer Programmers",6320,6210,-110,-1.740506329113924E-2,110,280,-11,379,52.34,108868,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",6500,7430,930,0.14307692307692307,98,327,93,518,50.03,104065,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"15-2041","Statisticians",260,360,100,0.38461538461538464,6,16,11,33,53.59,111458,"Master's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"17-1022","Surveyors",260,280,20,7.6923076923076927E-2,8,11,3,22,42.13,87625,"Bachelor's degree","None","Internship/residency"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"17-2061","Computer Hardware Engineers",12080,13190,1110,9.1887417218543044E-2,247,535,110,892,71.040000000000006,147761,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"17-2131","Materials Engineers",1110,1200,90,8.1081081081081086E-2,36,44,8,88,58.48,121653,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"17-3013","Mechanical Drafters",340,350,10,2.9411764705882353E-2,10,19,1,30,32.39,67366,"Associate's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"17-3026","Industrial Engineering Technicians",570,580,10,1.7543859649122806E-2,18,30,1,49,29.15,60634,"Associate's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",200,220,20,0.1,4,13,2,19,47.66,99130,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"19-2032","Materials Scientists",230,250,20,8.6956521739130432E-2,6,15,2,23,68.12,141688,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"19-2041","Environmental Scientists and Specialists, Including Health",630,680,50,7.9365079365079361E-2,14,45,6,65,39.229999999999997,81583,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"19-3051","Urban and Regional Planners",230,260,30,0.13043478260869565,5,15,3,23,50.63,105314,"Master's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"19-4092","Forensic Science Technicians",100,110,10,0.1,4,8,1,13,38.21,79481,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",100,110,10,0.1,4,7,1,12,27.45,57090,"Master's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"21-1091","Health Educators",350,410,60,0.17142857142857143,17,28,6,51,35.36,73540,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"23-1011","Lawyers",6610,7390,780,0.11800302571860817,139,151,78,368,88.42,183922,"Doctoral or professional degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"25-1011","Business Teachers, Postsecondary",350,420,70,0.2,14,15,7,36,0,0,"Doctoral or professional degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"25-1121","Art, Drama, and Music Teachers, Postsecondary",430,510,80,0.18604651162790697,17,18,8,43,0,0,"Master's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",1030,1110,80,7.7669902912621352E-2,46,57,8,111,0,64208,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"25-2053","Special Education Teachers, Middle School",270,290,20,7.407407407407407E-2,9,10,2,21,0,76099,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"25-4031","Library Technicians",820,920,100,0.12195121951219512,69,45,10,124,26.21,54520,"Postsecondary non-degree award","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",220,230,10,4.5454545454545456E-2,11,6,0,17,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-1025","Interior Designers",510,630,120,0.23529411764705882,20,32,12,64,26.03,54145,"Bachelor's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-1026","Merchandise Displayers and Window Trimmers",580,580,0,0,21,33,0,54,15.15,31510,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-2042","Musicians and Singers",350,360,10,2.8571428571428571E-2,20,13,2,35,30.34,0,"No formal educational credential","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-3041","Editors",820,880,60,7.3170731707317069E-2,28,54,6,88,35.020000000000003,72850,"Bachelor's degree","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"27-4021","Photographers",430,490,60,0.13953488372093023,20,16,6,42,16.46,34231,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-1063","Internists, General",210,280,70,0.33333333333333331,4,3,7,14,95.91,199499,"Doctoral or professional degree","None","Internship/residency"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-1069","Physicians and Surgeons, All Other",1720,2140,420,0.2441860465116279,28,21,42,91,0,0,"Doctoral or professional degree","None","Internship/residency"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-1126","Respiratory Therapists",990,1280,290,0.29292929292929293,27,26,29,82,45.49,94631,"Associate's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",780,1050,270,0.34615384615384615,18,26,27,71,71.31,148309,"Master's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-2032","Diagnostic Medical Sonographers",350,450,100,0.2857142857142857,10,10,10,30,50.44,104918,"Associate's degree","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",1380,1570,190,0.13768115942028986,48,65,19,132,18.559999999999999,38618,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",900,1050,150,0.16666666666666666,29,29,16,74,30.09,62593,"Postsecondary non-degree award","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",270,300,30,0.1111111111111111,6,8,3,17,42.47,88325,"Postsecondary non-degree award","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",360,500,140,0.3888888888888889,19,31,14,64,14.94,31064,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"31-9011","Massage Therapists",1270,1520,250,0.19685039370078741,91,50,25,166,25.47,52974,"Postsecondary non-degree award","None","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",610,640,30,4.9180327868852458E-2,36,58,4,98,19.61,40774,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",520,570,50,9.6153846153846159E-2,25,27,5,57,28.78,59855,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",770,830,60,7.792207792207792E-2,110,84,6,200,13.22,27485,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",5070,5810,740,0.14595660749506903,244,519,74,837,17.96,37349,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"35-2019","Cooks, All Other",100,110,10,0.1,6,8,1,15,16.84,35024,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",1640,1890,250,0.1524390243902439,133,124,25,282,13.26,27567,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",680,730,50,7.3529411764705885E-2,23,43,5,71,25.56,53169,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",1430,1630,200,0.13986013986013987,73,69,19,161,18.36,38182,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"39-4031","Morticians, Undertakers, and Funeral Directors",120,110,-10,-8.3333333333333329E-2,6,8,0,14,24.16,50258,"Associate's degree","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"39-6011","Baggage Porters and Bellhops",170,210,40,0.23529411764705882,9,16,4,29,13.83,28770,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"39-9032","Recreation Workers",2990,3180,190,6.354515050167224E-2,202,309,19,530,16.41,34129,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",4560,4680,120,2.6315789473684209E-2,243,339,13,595,17.3,35981,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",1010,1000,-10,-9.9009900990099011E-3,44,79,-1,122,16.68,34700,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"41-3041","Travel Agents",810,990,180,0.22222222222222221,48,54,17,119,18.09,37634,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"41-9021","Real Estate Brokers",350,400,50,0.14285714285714285,19,14,5,38,0,0,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",9030,9820,790,8.7486157253599109E-2,366,544,79,989,32.28,67148,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",1380,1400,20,1.4492753623188406E-2,59,78,2,139,28.17,58601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",330,310,-20,-6.0606060606060608E-2,14,13,-2,25,22.26,46318,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-4121","Library Assistants, Clerical",530,560,30,5.6603773584905662E-2,43,33,3,79,21.36,44434,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",5400,5850,450,8.3333333333333329E-2,350,373,44,767,16.399999999999999,34106,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",970,1030,60,6.1855670103092786E-2,35,54,6,95,19.170000000000002,39879,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-5061","Production, Planning, and Expediting Clerks",3830,4100,270,7.0496083550913843E-2,138,257,28,423,29.42,61190,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",1120,870,-250,-0.22321428571428573,54,52,-25,81,33.75,70198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",1370,1530,160,0.11678832116788321,62,81,16,159,18.38,38241,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",150,150,0,0,5,14,0,19,21.4,44491,"High school diploma or equivalent","<5 years","None"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",4650,4680,30,6.4516129032258064E-3,170,531,3,704,11.43,23787,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"47-2041","Carpet Installers",690,900,210,0.30434782608695654,25,41,21,87,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",190,210,20,0.10526315789473684,7,14,2,23,25.09,52196,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"47-2151","Pipelayers",200,250,50,0.25,8,15,4,27,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",670,720,50,7.4626865671641784E-2,24,47,5,76,31.25,65000,"High school diploma or equivalent","None","Apprenticeship"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"47-4011","Construction and Building Inspectors",610,650,40,6.5573770491803282E-2,31,36,4,71,46.28,96259,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",1870,1800,-70,-3.7433155080213901E-2,61,129,-7,183,29.01,60353,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",3630,3660,30,8.2644628099173556E-3,115,220,4,339,24.21,50360,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",1850,2120,270,0.14594594594594595,55,133,27,215,33.33,69320,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"49-9062","Medical Equipment Repairers",160,170,10,6.25E-2,6,8,2,16,34.54,71838,"Associate's degree","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",1340,1530,190,0.1417910447761194,53,82,19,154,20.03,41667,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-3011","Bakers",1950,2200,250,0.12820512820512819,133,156,25,314,13.96,29038,"No formal educational credential","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",750,800,50,6.6666666666666666E-2,21,54,5,80,22.7,47216,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",230,190,-40,-0.17391304347826086,8,14,-4,18,16.690000000000001,34719,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-4041","Machinists",3020,3100,80,2.6490066225165563E-2,106,199,8,313,27.34,56868,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",560,470,-90,-0.16071428571428573,20,33,-9,44,20.28,42180,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",150,100,-50,-0.33333333333333331,11,5,-5,11,17.64,36674,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",440,420,-20,-4.5454545454545456E-2,12,23,-2,33,40.909999999999997,85088,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",170,150,-20,-0.11764705882352941,6,12,-2,16,16.93,35210,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-9141","Semiconductor Processors",1760,1740,-20,-1.1363636363636364E-2,69,128,-2,195,21.5,44719,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"51-9199","Production Workers, All Other",660,680,20,3.0303030303030304E-2,26,49,2,77,17.41,36213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",4930,5350,420,8.5192697768762676E-2,218,323,42,583,22.13,46029,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"53-6021","Parking Lot Attendants",910,810,-100,-0.10989010989010989,50,76,-9,117,12.84,26692,"No formal educational credential","None","Short-term on-the-job training"]
["San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",12340,13730,1390,0.1126418152350081,646,1115,139,1900,16.09,33468,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-1031","Legislators",180,190,10,5.5555555555555552E-2,5,8,1,14,0,58399,"Bachelor's degree","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",3550,4030,480,0.13521126760563379,114,185,48,347,41.2,85711,"Bachelor's degree","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",1100,1250,150,0.13636363636363635,27,61,15,103,42.26,87895,"High school diploma or equivalent","≥5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-3111","Compensation and Benefits Managers",150,160,10,6.6666666666666666E-2,3,7,1,11,58.59,121881,"Bachelor's degree","≥5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",2090,2290,200,9.569377990430622E-2,61,100,20,181,50.08,104174,"Master's degree","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-9051","Food Service Managers",5240,5960,720,0.13740458015267176,177,413,73,663,24.38,50724,"High school diploma or equivalent","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",4550,4910,360,7.9120879120879117E-2,196,158,36,390,33.97,70657,"High school diploma or equivalent","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",4000,3960,-40,-0.01,118,220,-4,334,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"13-1081","Logisticians",2560,2800,240,9.375E-2,66,189,24,279,41.75,86844,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",2110,2420,310,0.14691943127962084,70,146,31,247,32.71,68044,"Bachelor's degree","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"13-2041","Credit Analysts",710,800,90,0.12676056338028169,17,44,9,70,37.56,78118,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"13-2072","Loan Officers",2980,3480,500,0.16778523489932887,78,179,50,307,35.42,73657,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",5380,5940,560,0.10408921933085502,103,253,56,412,46.57,96865,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"15-1141","Database Administrators",1130,1280,150,0.13274336283185842,25,50,16,91,45.9,95464,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",4580,5050,470,0.10262008733624454,93,223,47,363,42.86,89148,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-1012","Landscape Architects",300,340,40,0.13333333333333333,8,14,4,26,46.5,96723,"Bachelor's degree","None","Internship/Residency"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-2011","Aerospace Engineers",1660,1930,270,0.16265060240963855,41,64,27,132,52.41,109000,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-2041","Chemical Engineers",250,290,40,0.16,6,11,4,21,57.03,118617,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",240,280,40,0.16666666666666666,6,10,4,20,48.09,100034,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-2199","Engineers, All Other",2250,2410,160,7.1111111111111111E-2,54,94,17,165,51.45,107030,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",1000,1200,200,0.2,35,58,19,112,25.22,52469,"Associate's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",390,450,60,0.15384615384615385,14,30,6,50,28.42,59110,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",1000,1090,90,0.09,21,67,9,97,40.69,84629,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"19-2031","Chemists",1470,1690,220,0.14965986394557823,40,99,22,161,35.43,73693,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"19-3039","Psychologists, All Other",340,370,30,8.8235294117647065E-2,9,14,3,26,52.4,108990,"Master's degree","None","Internship/Residency"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"19-4031","Chemical Technicians",780,880,100,0.12820512820512819,27,49,10,86,23.11,48062,"Associate's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",950,1070,120,0.12631578947368421,40,75,12,127,25.68,53424,"Associate's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"21-1015","Rehabilitation Counselors",940,1070,130,0.13829787234042554,37,66,14,117,14.78,30738,"Master's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"21-1091","Health Educators",550,670,120,0.21818181818181817,27,45,12,84,20.37,42365,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",1140,1230,90,7.8947368421052627E-2,54,88,8,150,21.74,45219,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"21-2011","Clergy",1020,1070,50,4.9019607843137254E-2,48,64,5,117,26.06,54206,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"23-1022","Arbitrators, Mediators, and Conciliators",120,140,20,0.16666666666666666,3,3,2,8,58.49,121653,"Bachelor's degree","<5 years","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"23-2099","Legal Support Workers, All Other",700,700,0,0,25,32,0,57,25.57,53190,"Associate's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-1042","Biological Science Teachers, Postsecondary",600,680,80,0.13333333333333333,24,24,8,56,0,100491,"Doctoral or professional degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-1065","Political Science Teachers, Postsecondary",190,210,20,0.10526315789473684,7,8,2,17,0,102816,"Doctoral or professional degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-1081","Education Teachers, Postsecondary",410,430,20,4.878048780487805E-2,15,16,2,33,0,0,"Doctoral or professional degree","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-1124","Foreign Language and Literature Teachers, Postsecondary",250,270,20,0.08,10,10,2,22,0,85309,"Doctoral or professional degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-1199","Postsecondary Teachers, All Other",4970,5410,440,8.8531187122736416E-2,190,198,44,432,0,0,"Doctoral or professional degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",11230,12080,850,7.5690115761353524E-2,357,435,85,877,0,77135,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",4270,5080,810,0.18969555035128804,285,219,81,585,24.12,50154,"High school diploma or equivalent","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-4031","Library Technicians",980,1050,70,7.1428571428571425E-2,80,52,7,139,20.58,42822,"Postsecondary non-degree award","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",2960,3210,250,8.4459459459459457E-2,147,126,25,298,20.39,42406,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-1011","Art Directors",610,680,70,0.11475409836065574,32,19,7,58,54.23,112798,"Bachelor's degree","≥5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-1022","Fashion Designers",250,310,60,0.24,10,16,6,32,31.3,65091,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-1027","Set and Exhibit Designers",130,140,10,7.6923076923076927E-2,5,8,2,15,28.03,58288,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-2042","Musicians and Singers",980,1030,50,5.1020408163265307E-2,58,37,5,100,27.05,0,"No formal educational credential","None","Long-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-3042","Technical Writers",730,840,110,0.15068493150684931,25,47,11,83,37.130000000000003,77216,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"27-4014","Sound Engineering Technicians",270,340,70,0.25925925925925924,9,19,8,36,23.54,48956,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",690,800,110,0.15942028985507245,24,21,11,56,35.36,73540,"Bachelor's degree","None","Internship/Residency"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-1064","Obstetricians and Gynecologists",340,370,30,8.8235294117647065E-2,5,4,4,13,0,0,"Doctoral or professional degree","None","Internship/Residency"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",1230,1520,290,0.23577235772357724,28,38,29,95,45.68,95017,"Master's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-1127","Speech-Language Pathologists",1090,1260,170,0.15596330275229359,21,36,17,74,45.48,94601,"Master's degree","None","Internship/Residency"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-2011","Medical and Clinical Laboratory Technologists",1320,1440,120,9.0909090909090912E-2,42,42,12,96,0,0,"Bachelor's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-2033","Nuclear Medicine Technologists",200,210,10,0.05,5,5,1,11,54.37,113083,"Associate's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",1460,1570,110,7.5342465753424653E-2,39,38,12,89,37.72,78465,"Associate's degree","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",3150,3530,380,0.12063492063492064,108,148,38,294,17.98,37400,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"29-2099","Health Technologists and Technicians, All Other",1990,2620,630,0.3165829145728643,64,76,63,203,20.71,43056,"Postsecondary non-degree award","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"31-1011","Home Health Aides",3230,4140,910,0.28173374613003094,224,186,91,501,13.63,28349,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",570,730,160,0.2807017543859649,29,48,16,93,11.76,24450,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"31-9094","Medical Transcriptionists",280,230,-50,-0.17857142857142858,17,13,-5,25,22.7,47213,"Postsecondary non-degree award","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",610,640,30,4.9180327868852458E-2,17,19,3,39,64.97,135119,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"33-3021","Detectives and Criminal Investigators",3500,3520,20,5.7142857142857143E-3,94,123,3,220,44.64,92853,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"33-9032","Security Guards",13620,15400,1780,0.13069016152716592,860,1024,178,2062,13.7,28493,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",10070,11470,1400,0.13902681231380337,482,1028,140,1650,17.21,35786,"High school diploma or equivalent","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"35-2019","Cooks, All Other",180,200,20,0.1111111111111111,11,15,2,28,17.690000000000001,36794,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",2660,3080,420,0.15789473684210525,216,202,43,461,12.02,25016,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",8020,9040,1020,0.12718204488778054,759,676,102,1537,11.75,24440,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"37-3011","Landscaping and Groundskeeping Workers",14760,17590,2830,0.19173441734417343,756,1156,283,2195,14.33,29799,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"39-1011","Gaming Supervisors",760,830,70,9.2105263157894732E-2,38,85,6,129,0,0,"High school diploma or equivalent","<5 years","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"39-3011","Gaming Dealers",2310,2460,150,6.4935064935064929E-2,140,212,15,367,12.18,25335,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"39-5011","Barbers",1250,1370,120,9.6000000000000002E-2,59,58,12,129,16.940000000000001,35230,"Postsecondary non-degree award","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"39-7011","Tour Guides and Escorts",860,980,120,0.13953488372093023,80,77,11,168,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"39-9041","Residential Advisors",550,620,70,0.12727272727272726,39,58,7,104,13.61,28297,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",8960,9680,720,8.0357142857142863E-2,490,684,72,1246,14.76,30702,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",5730,5930,200,3.4904013961605584E-2,153,384,20,557,23.67,49224,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"41-9011","Demonstrators and Product Promoters",2100,2410,310,0.14761904761904762,227,154,31,412,12.38,25743,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"41-9099","Sales and Related Workers, All Other",1960,2320,360,0.18367346938775511,113,164,36,313,17.97,37396,"High school diploma or equivalent","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",16670,17090,420,2.5194961007798441E-2,1045,811,42,1898,21.66,45048,"Some college, no degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-3099","Financial Clerks, All Other",400,450,50,0.125,16,28,5,49,20.71,43073,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-4041","Credit Authorizers, Checkers, and Clerks",320,330,10,3.125E-2,11,21,1,33,20.059999999999999,41722,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",1680,2000,320,0.19047619047619047,66,106,32,204,21.62,44966,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-4151","Order Clerks",2380,2690,310,0.13025210084033614,118,166,31,315,19.11,39756,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-5011","Cargo and Freight Agents",1020,1310,290,0.28431372549019607,36,58,29,123,20.41,42459,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",520,540,20,3.8461538461538464E-2,27,15,2,44,28.82,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",1170,1240,70,5.9829059829059832E-2,48,69,7,124,13.31,27678,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-9011","Computer Operators",450,360,-90,-0.2,16,25,-9,32,23.88,49665,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",26570,26860,290,1.0914565299209636E-2,1568,1528,29,3125,15.32,31885,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"45-2011","Agricultural Inspectors",110,120,10,9.0909090909090912E-2,5,10,1,16,32.950000000000003,68532,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-2021","Brickmasons and Blockmasons",530,630,100,0.18867924528301888,17,32,10,59,32.659999999999997,67942,"High school diploma or equivalent","None","Apprenticeship"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",590,660,70,0.11864406779661017,21,43,7,71,25.89,53865,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-2132","Insulation Workers, Mechanical",150,160,10,6.6666666666666666E-2,4,12,2,18,23.52,48918,"High school diploma or equivalent","None","Apprenticeship"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",5990,6670,680,0.11352253756260434,230,424,68,722,25.4,52827,"High school diploma or equivalent","None","Apprenticeship"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-3012","Helpers--Carpenters",320,390,70,0.21875,15,34,7,56,14.77,30719,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-4041","Hazardous Materials Removal Workers",360,450,90,0.25,16,32,8,56,22.99,47819,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"47-4051","Highway Maintenance Workers",360,380,20,5.5555555555555552E-2,16,21,2,39,24.82,51626,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",3060,3190,130,4.2483660130718956E-2,104,220,13,337,26.71,55549,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-3011","Aircraft Mechanics and Service Technicians",1200,1420,220,0.18333333333333332,41,58,22,121,30.11,62628,"Postsecondary non-degree award","None","None"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-3053","Outdoor Power Equipment and Other Small Engine Mechanics",180,200,20,0.1111111111111111,8,12,1,21,20.52,42693,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-9031","Home Appliance Repairers",220,210,-10,-4.5454545454545456E-2,10,9,-1,18,23.86,49629,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-9052","Telecommunications Line Installers and Repairers",490,490,0,0,12,36,0,48,34.94,72691,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"49-9096","Riggers",390,380,-10,-2.564102564102564E-2,12,26,0,38,26.33,54767,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-2022","Electrical and Electronic Equipment Assemblers",2770,2500,-270,-9.7472924187725629E-2,134,172,-26,280,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-3011","Bakers",3370,3940,570,0.16913946587537093,235,275,57,567,12.45,25875,"No formal educational credential","None","Long-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-3093","Food Cooking Machine Operators and Tenders",160,180,20,0.125,9,14,2,25,11.01,22907,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",260,240,-20,-7.6923076923076927E-2,6,19,-2,23,12.46,25906,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",180,160,-20,-0.1111111111111111,6,12,-2,16,18.36,38199,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-4121","Welders, Cutters, Solderers, and Brazers",3190,3420,230,7.2100313479623826E-2,88,258,23,369,23.99,49898,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-4191","Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic",220,220,0,0,8,15,0,23,17.2,35763,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-5113","Print Binding and Finishing Workers",120,100,-20,-0.16666666666666666,8,6,-2,12,14.96,31136,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",650,620,-30,-4.6153846153846156E-2,56,24,-3,77,17.260000000000002,35886,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-8021","Stationary Engineers and Boiler Operators",190,200,10,5.2631578947368418E-2,6,14,2,22,35.450000000000003,73726,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",290,370,80,0.27586206896551724,9,26,7,42,17.489999999999998,36387,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-9071","Jewelers and Precious Stone and Metal Workers",390,420,30,7.6923076923076927E-2,24,18,4,46,19.72,41034,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-9151","Photographic Process Workers and Processing Machine Operators",180,150,-30,-0.16666666666666666,8,17,-4,21,19.87,41331,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"51-9199","Production Workers, All Other",2040,2340,300,0.14705882352941177,86,160,29,275,13.47,28025,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"53-3022","Bus Drivers, School or Special Client",1960,2140,180,9.1836734693877556E-2,160,84,18,262,19.78,41143,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"53-3041","Taxi Drivers and Chauffeurs",2740,3510,770,0.28102189781021897,185,126,77,388,12.71,26424,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"53-6031","Automotive and Watercraft Service Attendants",960,1140,180,0.1875,56,114,17,187,13.16,27364,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",2420,2840,420,0.17355371900826447,92,196,42,330,20.14,41897,"No formal educational credential","None","Short-term on-the-job training"]
["San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area",4,"53-7081","Refuse and Recyclable Material Collectors",1020,1000,-20,-1.9607843137254902E-2,46,74,-2,118,23.53,48953,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-1011","Chief Executives",3590,3480,-110,-3.0640668523676879E-2,102,145,-11,236,0,0,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-2031","Public Relations and Fundraising Managers",1280,1410,130,0.1015625,30,76,13,119,63.74,132577,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-3061","Purchasing Managers",700,780,80,0.11428571428571428,22,36,8,66,70.98,147652,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-9021","Construction Managers",3570,3980,410,0.11484593837535013,86,168,41,295,70.5,146652,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-9041","Architectural and Engineering Managers",2530,2880,350,0.13833992094861661,55,130,35,220,73.69,153275,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"11-9121","Natural Sciences Managers",1440,1600,160,0.1111111111111111,34,86,16,136,79.44,165237,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"13-1021","Buyers and Purchasing Agents, Farm Products",110,100,-10,-9.0909090909090912E-2,5,7,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"13-1051","Cost Estimators",1510,1660,150,9.9337748344370855E-2,50,103,15,168,42.56,88518,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"13-1131","Fundraisers",1500,1690,190,0.12666666666666668,50,104,19,173,28.49,59246,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"13-2031","Budget Analysts",630,670,40,6.3492063492063489E-2,18,30,4,52,46.76,97274,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"13-2061","Financial Examiners",1020,1000,-20,-1.9607843137254902E-2,28,46,-1,73,59.08,122892,"Bachelor's degree","None","Long-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"15-1121","Computer Systems Analysts",11690,13600,1910,0.16338751069289992,231,565,192,988,57.57,119744,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"15-1134","Web Developers",4820,5960,1140,0.23651452282157676,101,273,114,488,54.6,113570,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"15-1152","Computer Network Support Specialists",2080,2410,330,0.15865384615384615,46,115,33,194,37.79,78587,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"15-1199","Computer Occupations, All Other",5110,6090,980,0.19178082191780821,108,260,98,466,55.29,115022,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"17-1011","Architects, Except Landscape and Naval",3760,3890,130,3.4574468085106384E-2,97,171,13,281,45.31,94246,"Bachelor's degree","None","Internship/residency"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"17-2041","Chemical Engineers",380,450,70,0.18421052631578946,9,17,7,33,0,0,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"17-2081","Environmental Engineers",560,580,20,3.5714285714285712E-2,13,23,2,38,52.81,109853,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"17-3011","Architectural and Civil Drafters",1580,1700,120,7.5949367088607597E-2,48,89,12,149,33.340000000000003,69346,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"17-3026","Industrial Engineering Technicians",180,190,10,5.5555555555555552E-2,6,10,1,17,33.020000000000003,68686,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"19-1022","Microbiologists",800,910,110,0.13750000000000001,18,55,11,84,53.66,111600,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"19-2032","Materials Scientists",140,150,10,7.1428571428571425E-2,4,9,1,14,52.8,109833,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"19-3011","Economists",240,250,10,4.1666666666666664E-2,3,14,1,18,55.19,114799,"Master's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"19-3051","Urban and Regional Planners",540,590,50,9.2592592592592587E-2,11,34,5,50,51.1,106289,"Master's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",560,580,20,3.5714285714285712E-2,23,42,2,67,31.66,65863,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"21-1015","Rehabilitation Counselors",970,1170,200,0.20618556701030927,39,70,20,129,13.19,27428,"Master's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"21-1091","Health Educators",770,860,90,0.11688311688311688,37,60,9,106,42.71,88823,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"21-1092","Probation Officers and Correctional Treatment Specialists",310,310,0,0,9,16,1,26,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"21-2021","Directors, Religious Activities and Education",410,380,-30,-7.3170731707317069E-2,18,30,-4,44,28.95,60217,"Bachelor's degree","<5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-1022","Mathematical Science Teachers, Postsecondary",190,200,10,5.2631578947368418E-2,7,8,1,16,0,0,"Doctoral or professional degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-1072","Nursing Instructors and Teachers, Postsecondary",270,330,60,0.22222222222222221,11,11,6,28,0,95576,"Doctoral or professional degree","<5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-1124","Foreign Language and Literature Teachers, Postsecondary",160,180,20,0.125,6,6,2,14,0,0,"Doctoral or professional degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-2011","Preschool Teachers, Except Special Education",3870,4190,320,8.2687338501291993E-2,174,215,32,421,20.91,43492,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",610,700,90,0.14754098360655737,22,24,9,55,0,57242,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-2059","Special Education Teachers, All Other",310,350,40,0.12903225806451613,11,12,4,27,0,75866,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"25-4021","Librarians",910,990,80,8.7912087912087919E-2,52,36,8,96,40.56,84365,"Master's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-1011","Art Directors",2430,2770,340,0.13991769547325103,127,76,34,237,64.260000000000005,133656,"Bachelor's degree","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-1024","Graphic Designers",4150,4530,380,9.1566265060240959E-2,153,244,38,435,33.39,69438,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-2022","Coaches and Scouts",1800,2030,230,0.12777777777777777,107,145,23,275,0,45026,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-2099","Entertainers and Performers, Sports and Related Workers, All Other",140,160,20,0.14285714285714285,7,9,2,18,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-3011","Radio and Television Announcers",800,760,-40,-0.05,33,41,-3,71,24.36,50672,"Bachelor's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-3043","Writers and Authors",2680,3020,340,0.12686567164179105,122,121,33,276,35.81,74474,"Bachelor's degree","None","Long-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"27-4021","Photographers",1130,1190,60,5.3097345132743362E-2,50,40,6,96,26.48,55079,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-1031","Dietitians and Nutritionists",660,740,80,0.12121212121212122,22,20,8,50,42.14,87645,"Bachelor's degree","None","Internship/residency"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-1067","Surgeons",330,340,10,3.0303030303030304E-2,5,4,1,10,89.21,185556,"Doctoral or professional degree","None","Internship/residency"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-1127","Speech-Language Pathologists",440,530,90,0.20454545454545456,9,15,8,32,48.85,101618,"Master's degree","None","Internship/residency"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-1171","Nurse Practitioners",890,1110,220,0.24719101123595505,19,29,22,70,77.760000000000005,161754,"Master's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-2032","Diagnostic Medical Sonographers",400,470,70,0.17499999999999999,11,11,7,29,56.53,117591,"Associate's degree","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-2055","Surgical Technologists",640,750,110,0.171875,23,31,11,65,37.19,77358,"Postsecondary non-degree award","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"29-2099","Health Technologists and Technicians, All Other",1170,1350,180,0.15384615384615385,35,42,18,95,28.63,59537,"Postsecondary non-degree award","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"31-1015","Orderlies",250,270,20,0.08,16,13,1,30,25.29,52614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"31-9092","Medical Assistants",3660,4370,710,0.19398907103825136,176,246,70,492,24.15,50227,"Postsecondary non-degree award","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"31-9099","Healthcare Support Workers, All Other",490,560,70,0.14285714285714285,33,31,6,70,18.940000000000001,39375,"High school diploma or equivalent","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"33-1012","First-Line Supervisors of Police and Detectives",190,180,-10,-5.2631578947368418E-2,5,6,-1,10,73.5,152893,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"33-3041","Parking Enforcement Workers",430,280,-150,-0.34883720930232559,19,12,-15,16,29.61,61604,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",790,860,70,8.8607594936708861E-2,114,87,7,208,14.83,30838,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"35-2012","Cooks, Institution and Cafeteria",1860,2230,370,0.19892473118279569,120,163,38,321,17.010000000000002,35374,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"35-2021","Food Preparation Workers",9210,10600,1390,0.15092290988056462,792,859,138,1789,14.61,30375,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",5120,5820,700,0.13671875,487,434,70,991,14.77,30725,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",2200,2440,240,0.10909090909090909,117,140,24,281,24.92,51832,"High school diploma or equivalent","<5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"37-3011","Landscaping and Groundskeeping Workers",6740,7490,750,0.11127596439169139,332,508,76,916,19.260000000000002,40054,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"39-3091","Amusement and Recreation Attendants",2450,2710,260,0.10612244897959183,272,307,26,605,13.45,27989,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"39-5092","Manicurists and Pedicurists",1630,1950,320,0.19631901840490798,108,91,32,231,13.1,27269,"Postsecondary non-degree award","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"39-9021","Personal Care Aides",33860,48690,14830,0.43797991730655639,3294,2482,1482,7258,12.16,25283,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"41-1011","First-Line Supervisors of Retail Sales Workers",6900,6860,-40,-5.7971014492753624E-3,254,463,-4,713,20.96,43594,"High school diploma or equivalent","<5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"41-2031","Retail Salespersons",21700,19860,-1840,-8.4792626728110596E-2,1316,1649,-184,2781,14.28,29700,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"41-3021","Insurance Sales Agents",3280,2810,-470,-0.14329268292682926,124,164,-46,242,41.13,85546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",5930,5940,10,1.6863406408094434E-3,196,397,1,594,31.85,66249,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"41-9041","Telemarketers",1090,1020,-70,-6.4220183486238536E-2,63,99,-7,155,19.25,40041,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-3021","Billing and Posting Clerks",3000,3360,360,0.12,136,175,36,347,24.5,50965,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-4011","Brokerage Clerks",1260,1390,130,0.10317460317460317,33,101,13,147,29.6,61569,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-4071","File Clerks",1220,1040,-180,-0.14754098360655737,69,68,-18,119,15.04,31281,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-4141","New Accounts Clerks",210,160,-50,-0.23809523809523808,8,11,-6,13,19.14,39828,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-4199","Information and Record Clerks, All Other",1920,2100,180,9.375E-2,97,126,18,241,17.350000000000001,36082,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-5052","Postal Service Mail Carriers",1760,1280,-480,-0.27272727272727271,59,43,-47,55,29.45,61262,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",260,270,10,3.8461538461538464E-2,10,15,1,26,15.32,31864,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-9021","Data Entry Keyers",1430,1210,-220,-0.15384615384615385,68,85,-22,131,15.69,32642,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"43-9061","Office Clerks, General",16500,16060,-440,-2.6666666666666668E-2,955,931,-44,1842,21.15,43994,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",2500,2810,310,0.124,85,167,31,283,47.75,99312,"High school diploma or equivalent","≥5 years","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"47-2021","Brickmasons and Blockmasons",170,200,30,0.17647058823529413,5,10,3,18,45.8,95261,"High school diploma or equivalent","None","Apprenticeship"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",150,160,10,6.6666666666666666E-2,5,10,2,17,38.21,79484,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"47-2121","Glaziers",550,660,110,0.2,22,46,11,79,42.97,89388,"High school diploma or equivalent","None","Apprenticeship"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"47-4011","Construction and Building Inspectors",1030,1120,90,8.7378640776699032E-2,53,61,9,123,51.39,106895,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",1840,1670,-170,-9.2391304347826081E-2,58,124,-17,165,30.1,62607,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"49-3023","Automotive Service Technicians and Mechanics",3270,3360,90,2.7522935779816515E-2,104,200,9,313,24.87,51731,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"49-9011","Mechanical Door Repairers",150,160,10,6.6666666666666666E-2,4,8,1,13,21.32,44338,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"49-9062","Medical Equipment Repairers",140,130,-10,-7.1428571428571425E-2,5,6,-1,10,29.31,60962,"Associate's degree","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",660,660,0,0,24,38,0,62,23.48,48847,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-2099","Assemblers and Fabricators, All Other",410,320,-90,-0.21951219512195122,16,26,-8,34,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-4041","Machinists",640,690,50,7.8125E-2,23,43,4,70,28.16,58567,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-5111","Prepress Technicians and Workers",270,160,-110,-0.40740740740740738,9,16,-11,14,22.27,46316,"Postsecondary non-degree award","None","None"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-6031","Sewing Machine Operators",910,320,-590,-0.64835164835164838,35,30,-59,6,14.45,30072,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-6051","Sewers, Hand",150,110,-40,-0.26666666666666666,12,5,-5,12,12.5,25988,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-8021","Stationary Engineers and Boiler Operators",730,780,50,6.8493150684931503E-2,24,53,4,81,48.44,100758,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",180,180,0,0,6,14,0,20,18.079999999999998,37585,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"51-9123","Painting, Coating, and Decorating Workers",100,70,-30,-0.3,2,6,-2,6,24.82,51628,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"53-3022","Bus Drivers, School or Special Client",1060,1070,10,9.433962264150943E-3,84,44,0,128,25.89,53849,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"53-3041","Taxi Drivers and Chauffeurs",5450,9440,3990,0.73211009174311925,442,301,398,1141,18.57,38644,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"53-6031","Automotive and Watercraft Service Attendants",340,370,30,8.8235294117647065E-2,19,39,2,60,12.89,26826,"No formal educational credential","None","Short-term on-the-job training"]
["San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division",4,"53-7061","Cleaners of Vehicles and Equipment",1960,2260,300,0.15306122448979592,109,183,30,322,15.05,31309,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"11-1031","Legislators",80,80,0,0,2,3,0,5,0,47407,"Bachelor's degree","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",270,310,40,0.14814814814814814,7,13,4,24,50.24,104500,"Bachelor's degree","≥5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"11-9021","Construction Managers",680,850,170,0.25,18,34,18,70,47.16,98101,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"11-9081","Lodging Managers",60,70,10,0.16666666666666666,2,4,1,7,18.95,39426,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",170,170,0,0,7,12,0,19,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",310,310,0,0,9,17,0,26,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"13-1075","Labor Relations Specialists",60,60,0,0,2,4,0,6,31.29,65095,"Bachelor's degree","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",310,350,40,0.12903225806451613,10,21,5,36,20.92,43519,"Bachelor's degree","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"13-2051","Financial Analysts",60,80,20,0.33333333333333331,1,4,1,6,40.31,83864,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"15-1141","Database Administrators",90,110,20,0.22222222222222221,2,4,2,8,40.54,84324,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",150,160,10,6.6666666666666666E-2,3,8,1,12,28.55,59395,"Associate's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",90,130,40,0.44444444444444442,2,4,5,11,57.54,119673,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"17-2199","Engineers, All Other",80,90,10,0.125,2,3,1,6,47.06,97871,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",60,70,10,0.16666666666666666,2,4,1,7,29.33,60999,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"19-3051","Urban and Regional Planners",90,100,10,0.1111111111111111,2,6,1,9,30.19,62807,"Master's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",310,370,60,0.19354838709677419,12,22,5,39,29.85,62096,"Master's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",310,330,20,6.4516129032258063E-2,12,20,2,34,16.600000000000001,34546,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",270,310,40,0.14814814814814814,13,22,3,38,13.73,28565,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"21-2011","Clergy",160,210,50,0.3125,8,11,5,24,22.4,46590,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",130,120,-10,-7.6923076923076927E-2,5,5,-1,9,24.37,50692,"Bachelor's degree","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",1170,1340,170,0.14529914529914531,41,46,18,105,0,72647,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"25-3098","Substitute Teachers",3890,4470,580,0.14910025706940874,255,196,58,509,19.87,41340,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"25-9011","Audio-Visual and Multimedia Collections Specialists",60,70,10,0.16666666666666666,3,3,1,7,17.91,37258,"Bachelor's degree","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"27-2022","Coaches and Scouts",230,320,90,0.39130434782608697,15,21,9,45,0,28860,"Bachelor's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"27-4011","Audio and Video Equipment Technicians",140,180,40,0.2857142857142857,4,10,4,18,0,0,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-1041","Optometrists",80,90,10,0.125,1,1,2,4,51.88,107914,"Doctoral or professional degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-1071","Physician Assistants",60,90,30,0.5,1,2,3,6,59.45,123654,"Master's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-1127","Speech-Language Pathologists",320,400,80,0.25,6,11,8,25,40.25,83715,"Master's degree","None","Internship/residency"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-2012","Medical and Clinical Laboratory Technicians",180,240,60,0.33333333333333331,6,6,6,18,0,0,"Associate's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-2053","Psychiatric Technicians",490,590,100,0.20408163265306123,18,24,10,52,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-2081","Opticians, Dispensing",100,110,10,0.1,3,4,1,8,17.88,37207,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"29-2099","Health Technologists and Technicians, All Other",260,420,160,0.61538461538461542,10,11,16,37,21.87,45493,"Postsecondary non-degree award","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"31-2021","Physical Therapist Assistants",60,80,20,0.33333333333333331,3,5,3,11,25.01,52017,"Associate's degree","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"31-9095","Pharmacy Aides",280,280,0,0,19,19,0,38,14.31,29768,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",50,60,10,0.2,2,2,0,4,66.94,139233,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",1030,1040,10,9.7087378640776691E-3,25,40,1,66,38.21,79481,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",1130,1310,180,0.15929203539823009,55,116,17,188,18.579999999999998,38635,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"35-3011","Bartenders",610,660,50,8.1967213114754092E-2,30,73,5,108,12.35,25695,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",490,560,70,0.14285714285714285,46,41,7,94,10.95,22774,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",1830,2140,310,0.16939890710382513,147,111,30,288,11.43,23761,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",280,340,60,0.21428571428571427,15,14,6,35,22.18,46123,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"39-5092","Manicurists and Pedicurists",1050,1060,10,9.5238095238095247E-3,63,54,1,118,11.54,24008,"Postsecondary non-degree award","None","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",470,560,90,0.19148936170212766,17,29,9,55,28.8,59906,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"41-3011","Advertising Sales Agents",60,50,-10,-0.16666666666666666,2,5,-1,6,18.34,38150,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"41-3021","Insurance Sales Agents",820,820,0,0,33,44,0,77,23.64,49152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",340,440,100,0.29411764705882354,20,15,10,45,25.52,53077,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",710,840,130,0.18309859154929578,33,42,13,88,17.29,35959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",90,100,10,0.1111111111111111,4,4,1,9,22.27,46318,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",210,210,0,0,11,13,0,24,17.62,36634,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",300,360,60,0.2,16,21,6,43,20.18,41967,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",5120,5730,610,0.119140625,296,386,61,743,12.05,25068,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",3090,3120,30,9.7087378640776691E-3,167,163,3,333,18.88,39265,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",4810,5100,290,6.0291060291060294E-2,291,283,29,603,14.89,30984,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",10520,11080,560,5.3231939163498096E-2,395,1231,56,1682,11.78,24490,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"47-2021","Brickmasons and Blockmasons",380,460,80,0.21052631578947367,12,23,7,42,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",590,700,110,0.1864406779661017,25,45,11,81,25.33,52694,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",370,520,150,0.40540540540540543,16,30,14,60,26.8,55748,"High school diploma or equivalent","None","Apprenticeship"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"47-3012","Helpers--Carpenters",80,110,30,0.375,4,9,4,17,16.84,35014,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"47-3013","Helpers--Electricians",60,80,20,0.33333333333333331,3,7,2,12,11.54,24021,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"49-2011","Computer, Automated Teller, and Office Machine Repairers",120,110,-10,-8.3333333333333329E-2,4,7,-1,10,18.010000000000002,37463,"Some college, no degree","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",980,1070,90,9.1836734693877556E-2,32,62,9,103,18.12,37686,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"49-9011","Mechanical Door Repairers",50,70,20,0.4,2,3,2,7,17.32,36031,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"49-9043","Maintenance Workers, Machinery",210,260,50,0.23809523809523808,10,14,5,29,27.56,57337,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",970,1060,90,9.2783505154639179E-2,32,65,10,107,28.53,59335,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-3011","Bakers",350,380,30,8.5714285714285715E-2,23,27,4,54,14.89,30962,"No formal educational credential","None","Long-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-3099","Food Processing Workers, All Other",160,200,40,0.25,8,12,4,24,11.57,24064,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",110,120,10,9.0909090909090912E-2,4,9,1,14,15.34,31914,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-6011","Laundry and Dry-Cleaning Workers",170,230,60,0.35294117647058826,13,13,6,32,12.07,25108,"No formal educational credential","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-8013","Power Plant Operators",50,60,10,0.2,1,3,2,6,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",190,150,-40,-0.21052631578947367,6,13,-4,15,14.05,29233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",790,900,110,0.13924050632911392,35,65,12,112,18.670000000000002,38833,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-9111","Packaging and Filling Machine Operators and Tenders",1400,1610,210,0.15,71,100,21,192,12.04,25046,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"51-9191","Adhesive Bonding Machine Operators and Tenders",110,130,20,0.18181818181818182,5,7,2,14,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",630,750,120,0.19047619047619047,22,48,12,82,0,0,"High school diploma or equivalent","<5 years","None"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",2620,3130,510,0.19465648854961831,122,180,51,353,17.440000000000001,36268,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"53-6051","Transportation Inspectors",70,80,10,0.14285714285714285,3,4,1,8,17.89,37218,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",1900,2120,220,0.11578947368421053,136,164,22,322,11.9,24740,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"11-1031","Legislators",60,60,0,0,2,2,0,4,0,54205,"Bachelor's degree","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",130,160,30,0.23076923076923078,2,8,3,13,65.81,136895,"Bachelor's degree","≥5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"11-3121","Human Resources Managers",70,80,10,0.14285714285714285,2,4,1,7,48.7,101316,"Bachelor's degree","≥5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"11-9033","Education Administrators, Postsecondary",340,390,50,0.14705882352941177,10,17,5,32,52.94,110124,"Master's degree","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",280,330,50,0.17857142857142858,12,10,5,27,30.65,63747,"High school diploma or equivalent","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"13-1031","Claims Adjusters, Examiners, and Investigators",30,40,10,0.33333333333333331,1,2,1,4,41.82,86997,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"13-1111","Management Analysts",840,900,60,7.1428571428571425E-2,28,45,6,79,30.81,64074,"Bachelor's degree","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",420,610,190,0.45238095238095238,14,36,19,69,29.03,60379,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"13-2041","Credit Analysts",40,40,0,0,1,2,1,4,45.11,93835,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"15-1131","Computer Programmers",210,200,-10,-4.7619047619047616E-2,4,9,-1,12,45.58,94814,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",220,260,40,0.18181818181818182,3,11,3,17,39.25,81633,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"17-1011","Architects, Except Landscape and Naval",70,80,10,0.14285714285714285,2,3,1,6,34.67,72119,"Bachelor's degree","None","Internship/residency"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"17-2081","Environmental Engineers",40,40,0,0,1,2,0,3,53.06,110371,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",70,80,10,0.14285714285714285,2,4,1,7,28.23,58714,"Associate's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"19-1032","Foresters",80,90,10,0.125,2,5,0,7,0,0,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"19-4011","Agricultural and Food Science Technicians",50,60,10,0.2,2,4,1,7,19.260000000000002,40060,"Associate's degree","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"21-1015","Rehabilitation Counselors",70,100,30,0.42857142857142855,3,6,3,12,11.74,24412,"Master's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"21-1093","Social and Human Service Assistants",170,210,40,0.23529411764705882,8,14,3,25,15.12,31459,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"23-1023","Judges, Magistrate Judges, and Magistrates",30,30,0,0,0,1,0,1,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-1032","Engineering Teachers, Postsecondary",60,70,10,0.16666666666666666,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-1051","Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",40,40,0,0,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-1123","English Language and Literature Teachers, Postsecondary",90,110,20,0.22222222222222221,4,4,2,10,0,0,"Doctoral or professional degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",200,210,10,0.05,9,11,1,21,0,66310,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",140,160,20,0.14285714285714285,9,7,3,19,22.01,45777,"High school diploma or equivalent","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",1230,1240,10,8.130081300813009E-3,68,56,2,126,0,31094,"Some college, no degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"27-1026","Merchandise Displayers and Window Trimmers",30,30,0,0,1,2,0,3,16.53,34384,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"27-3043","Writers and Authors",110,110,0,0,5,5,0,10,16.760000000000002,34851,"Bachelor's degree","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",40,60,20,0.5,2,1,2,5,34.619999999999997,71997,"Bachelor's degree","None","Internship/residency"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-1123","Physical Therapists",140,200,60,0.42857142857142855,3,4,6,13,46.61,96947,"Doctoral or professional degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-1141","Registered Nurses",1830,2130,300,0.16393442622950818,57,43,30,130,50.46,104949,"Bachelor's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-2032","Diagnostic Medical Sonographers",30,40,10,0.33333333333333331,1,1,0,2,43.45,90377,"Associate's degree","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-2055","Surgical Technologists",80,90,10,0.125,3,4,1,8,25.3,52611,"Postsecondary non-degree award","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-2099","Health Technologists and Technicians, All Other",80,100,20,0.25,2,3,2,7,19.989999999999998,41573,"Postsecondary non-degree award","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",40,40,0,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"31-9092","Medical Assistants",670,900,230,0.34328358208955223,34,48,23,105,18.850000000000001,39211,"Postsecondary non-degree award","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"31-9097","Phlebotomists",100,150,50,0.5,5,7,4,16,20.69,43037,"Postsecondary non-degree award","None","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"33-2011","Firefighters",660,650,-10,-1.5151515151515152E-2,15,28,-1,42,21.57,44878,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"33-9091","Crossing Guards",90,90,0,0,13,4,0,17,16.78,34891,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"35-2012","Cooks, Institution and Cafeteria",210,220,10,4.7619047619047616E-2,12,17,2,31,14.97,31136,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",3340,4130,790,0.23652694610778444,330,346,79,755,11.59,24111,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"35-9021","Dishwashers",840,930,90,0.10714285714285714,66,71,9,146,11.51,23946,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",1770,2190,420,0.23728813559322035,146,111,43,300,11.59,24100,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"39-3031","Ushers, Lobby Attendants, and Ticket Takers",180,190,10,5.5555555555555552E-2,24,20,1,45,16.649999999999999,34633,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"39-9032","Recreation Workers",650,650,0,0,42,65,0,107,12.07,25098,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"41-2011","Cashiers",2930,3010,80,2.7303754266211604E-2,279,272,8,559,11.75,24421,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"41-3021","Insurance Sales Agents",240,280,40,0.16666666666666666,10,14,4,28,31.24,64988,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",200,170,-30,-0.15,5,12,-4,13,22.08,45908,"Bachelor's degree","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",90,110,20,0.22222222222222221,5,4,2,11,25.52,53077,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",150,160,10,6.6666666666666666E-2,6,10,1,17,19.55,40657,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-4011","Brokerage Clerks",30,30,0,0,1,2,0,3,31.35,65223,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-4121","Library Assistants, Clerical",120,120,0,0,9,7,0,16,14,29131,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",110,120,10,9.0909090909090912E-2,6,7,1,14,20.23,42080,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",70,90,20,0.2857142857142857,4,2,2,8,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",250,220,-30,-0.12,13,12,-3,22,23.1,48047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"43-9199","Office and Administrative Support Workers, All Other",100,110,10,0.1,5,7,1,13,13.17,27402,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",420,520,100,0.23809523809523808,15,30,11,56,32.450000000000003,67494,"High school diploma or equivalent","≥5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",420,540,120,0.2857142857142857,18,34,12,64,30.72,63901,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"47-2081","Drywall and Ceiling Tile Installers",190,230,40,0.21052631578947367,6,12,4,22,35.04,72899,"No formal educational credential","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"47-5021","Earth Drillers, Except Oil and Gas",50,60,10,0.2,1,4,1,6,25.54,53112,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",290,320,30,0.10344827586206896,10,16,4,30,32.200000000000003,66974,"High school diploma or equivalent","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",130,180,50,0.38461538461538464,5,9,5,19,23.84,49609,"High school diploma or equivalent","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",400,560,160,0.4,13,32,16,61,17.78,36975,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",400,460,60,0.15,14,27,6,47,29.7,61781,"High school diploma or equivalent","<5 years","None"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",60,80,20,0.33333333333333331,3,5,2,10,13.72,28526,"No formal educational credential","None","Long-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",50,50,0,0,1,4,0,5,26.61,55364,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-6031","Sewing Machine Operators",100,180,80,0.8,8,7,7,22,14.21,29560,"No formal educational credential","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",40,50,10,0.25,2,4,1,7,17.12,35609,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"51-9198","Helpers--Production Workers",80,90,10,0.125,5,8,1,14,12.99,27022,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",310,310,0,0,13,20,0,33,13.04,27116,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",860,1120,260,0.30232558139534882,42,62,26,130,17.62,36650,"High school diploma or equivalent","None","Short-term on-the-job training"]
["San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area",4,"53-7199","Material Moving Workers, All Other",40,40,0,0,2,3,1,6,13.86,28830,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"11-2022","Sales Managers",810,930,120,0.14814814814814814,20,53,12,85,51.67,107481,"Bachelor's degree","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"11-2031","Public Relations and Fundraising Managers",150,170,20,0.13333333333333333,4,9,2,15,57.55,119707,"Bachelor's degree","≥5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"11-3061","Purchasing Managers",100,110,10,0.1,3,5,1,9,63.6,132292,"Bachelor's degree","≥5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",70,80,10,0.14285714285714285,2,3,1,6,22.94,47714,"Bachelor's degree","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"11-9081","Lodging Managers",120,130,10,8.3333333333333329E-2,4,8,2,14,43.17,89804,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",410,420,10,2.4390243902439025E-2,12,23,1,36,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"13-1111","Management Analysts",1050,1220,170,0.16190476190476191,36,59,17,112,47.1,97979,"Bachelor's degree","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",1270,1440,170,0.13385826771653545,42,78,17,137,35.950000000000003,74760,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"13-2072","Loan Officers",220,230,10,4.5454545454545456E-2,6,12,1,19,41.54,86395,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"15-1131","Computer Programmers",240,220,-20,-8.3333333333333329E-2,4,10,-2,12,43.11,89666,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",450,480,30,6.6666666666666666E-2,7,22,3,32,41.64,86619,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",590,680,90,0.15254237288135594,13,33,9,55,38.58,80232,"Associate's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"17-2061","Computer Hardware Engineers",70,80,10,0.14285714285714285,1,3,1,5,48.3,100460,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"17-2131","Materials Engineers",110,120,10,9.0909090909090912E-2,4,4,1,9,38.35,79765,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"17-2141","Mechanical Engineers",470,570,100,0.21276595744680851,10,22,9,41,48.41,100694,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",60,70,10,0.16666666666666666,2,4,1,7,34.479999999999997,71712,"Associate's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"19-1023","Zoologists and Wildlife Biologists",90,100,10,0.1111111111111111,2,6,1,9,29.55,61466,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",90,100,10,0.1111111111111111,2,7,1,10,41.79,86914,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"19-4031","Chemical Technicians",100,130,30,0.3,4,7,3,14,22.24,46265,"Associate's degree","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"21-1013","Marriage and Family Therapists",160,190,30,0.1875,6,11,3,20,30.26,62949,"Master's degree","None","Internship/residency"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"21-1023","Mental Health and Substance Abuse Social Workers",60,80,20,0.33333333333333331,3,4,1,8,26.99,56135,"Master's degree","None","Internship/residency"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"21-1094","Community Health Workers",60,60,0,0,3,4,1,8,22.23,46234,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-1011","Business Teachers, Postsecondary",220,260,40,0.18181818181818182,9,9,4,22,0,131127,"Doctoral or professional degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-1032","Engineering Teachers, Postsecondary",140,150,10,7.1428571428571425E-2,5,6,2,13,0,0,"Doctoral or professional degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-1066","Psychology Teachers, Postsecondary",360,420,60,0.16666666666666666,14,15,6,35,0,92550,"Doctoral or professional degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-1125","History Teachers, Postsecondary",70,70,0,0,2,3,1,6,0,0,"Doctoral or professional degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",460,500,40,8.6956521739130432E-2,20,25,4,49,15.95,33185,"Associate's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",210,230,20,9.5238095238095233E-2,10,12,2,24,0,75063,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",380,440,60,0.15789473684210525,25,19,7,51,0,33378,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",1690,1770,80,4.7337278106508875E-2,95,79,8,182,0,36283,"Some college, no degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"27-2022","Coaches and Scouts",610,690,80,0.13114754098360656,36,49,8,93,0,31723,"Bachelor's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"27-3043","Writers and Authors",230,250,20,8.6956521739130432E-2,10,10,2,22,24.91,51819,"Bachelor's degree","None","Long-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",150,190,40,0.26666666666666666,5,5,4,14,36.22,75348,"Bachelor's degree","None","Internship/residency"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"29-1071","Physician Assistants",130,180,50,0.38461538461538464,3,6,4,13,47.16,98084,"Master's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"29-1131","Veterinarians",140,170,30,0.21428571428571427,3,2,4,9,39.79,82750,"Doctoral or professional degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",250,270,20,0.08,7,6,2,15,37,76962,"Associate's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",100,130,30,0.3,4,5,3,12,19.45,40446,"Associate's degree","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"31-1011","Home Health Aides",540,660,120,0.22222222222222221,37,30,12,79,13.65,28390,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"31-9092","Medical Assistants",890,1090,200,0.2247191011235955,43,61,20,124,18.22,37894,"Postsecondary non-degree award","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",60,60,0,0,3,3,0,6,28.34,58940,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"33-2011","Firefighters",390,440,50,0.12820512820512819,9,18,5,32,36.4,75727,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"33-9032","Security Guards",1010,970,-40,-3.9603960396039604E-2,59,70,-4,125,13.58,28236,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",1380,1680,300,0.21739130434782608,69,146,30,245,16.21,33718,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"35-2021","Food Preparation Workers",1510,1770,260,0.17218543046357615,131,142,25,298,11.7,24316,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",370,440,70,0.1891891891891892,31,29,7,67,11.82,24584,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",520,600,80,0.15384615384615385,18,34,9,61,27.38,56965,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"39-2021","Nonfarm Animal Caretakers",340,440,100,0.29411764705882354,27,32,10,69,13.18,27402,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"39-5092","Manicurists and Pedicurists",140,200,60,0.42857142857142855,10,9,6,25,12.01,24995,"Postsecondary non-degree award","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",5860,7740,1880,0.32081911262798635,543,409,187,1139,11.82,24594,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",2030,2090,60,2.9556650246305417E-2,76,139,6,221,22.59,46983,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",5530,5330,-200,-3.6166365280289332E-2,344,431,-19,756,12.18,25340,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",430,520,90,0.20930232558139536,16,32,9,57,36.82,76579,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"41-9031","Sales Engineers",100,120,20,0.2,3,8,2,13,59.3,123324,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",240,250,10,4.1666666666666664E-2,9,16,2,27,19.95,41496,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",690,790,100,0.14492753623188406,32,41,10,83,19.420000000000002,40391,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",70,60,-10,-0.14285714285714285,3,3,0,6,20.59,42837,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",80,110,30,0.375,3,5,2,10,23.46,48805,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",70,70,0,0,3,4,0,7,18.170000000000002,37791,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-5052","Postal Service Mail Carriers",340,350,10,2.9411764705882353E-2,13,10,0,23,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",300,220,-80,-0.26666666666666666,14,14,-8,20,18.29,38047,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",210,300,90,0.42857142857142855,11,14,9,34,14.59,30329,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",13030,14980,1950,0.14965464313123561,512,1596,195,2303,11.73,24378,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"47-2031","Carpenters",1460,1660,200,0.13698630136986301,54,87,20,161,25.18,52369,"High school diploma or equivalent","None","Apprenticeship"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",280,350,70,0.25,12,22,6,40,29.32,60980,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"47-2181","Roofers",300,380,80,0.26666666666666666,10,23,8,41,23.62,49132,"No formal educational credential","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"47-4031","Fence Erectors",170,250,80,0.47058823529411764,7,16,7,30,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",130,140,10,7.6923076923076927E-2,3,8,1,12,30.42,63257,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"49-3011","Aircraft Mechanics and Service Technicians",70,70,0,0,2,3,0,5,28.47,59195,"Postsecondary non-degree award","None","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",100,130,30,0.3,4,7,3,14,29.25,60840,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",2040,2190,150,7.3529411764705885E-2,86,118,15,219,20.63,42896,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"51-2022","Electrical and Electronic Equipment Assemblers",480,450,-30,-6.25E-2,24,30,-4,50,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",60,70,10,0.16666666666666666,2,5,1,8,14.37,29898,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"51-6031","Sewing Machine Operators",80,80,0,0,5,4,1,10,12.18,25343,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"51-9081","Dental Laboratory Technicians",120,140,20,0.16666666666666666,6,8,2,16,20.55,42754,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",180,200,20,0.1111111111111111,6,13,3,22,0,0,"High school diploma or equivalent","<5 years","None"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",440,420,-20,-4.5454545454545456E-2,18,27,-2,43,17.62,36650,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area",4,"53-7032","Excavating and Loading Machine and Dragline Operators",100,130,30,0.3,4,8,4,16,29.23,60811,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-1011","Chief Executives",340,340,0,0,10,14,-1,23,86.37,179668,"Bachelor's degree","≥5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-2031","Public Relations and Fundraising Managers",70,70,0,0,2,4,1,7,50.66,105388,"Bachelor's degree","≥5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-3061","Purchasing Managers",30,40,10,0.33333333333333331,1,2,0,3,55.91,116288,"Bachelor's degree","≥5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",50,60,10,0.2,1,3,0,4,50.33,104684,"High school diploma or equivalent","≥5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",210,240,30,0.14285714285714285,6,10,3,19,0,103817,"Master's degree","≥5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",230,300,70,0.30434782608695654,7,13,6,26,59.6,123974,"Bachelor's degree","<5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",170,160,-10,-5.8823529411764705E-2,6,12,-1,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"13-1075","Labor Relations Specialists",30,30,0,0,1,2,0,3,43.56,90610,"Bachelor's degree","<5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",140,180,40,0.2857142857142857,5,10,4,19,35.08,72953,"Bachelor's degree","<5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",710,770,60,8.4507042253521125E-2,22,43,6,71,35.049999999999997,72902,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"15-1111","Computer and Information Research Scientists",110,120,10,9.0909090909090912E-2,2,6,2,10,29.15,60644,"Master's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"15-1141","Database Administrators",50,60,10,0.2,1,2,1,4,38.090000000000003,79237,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",40,50,10,0.25,1,2,1,4,54.11,112554,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"17-2072","Electronics Engineers, Except Computer",30,40,10,0.33333333333333331,1,1,1,3,40.450000000000003,84121,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"17-3012","Electrical and Electronics Drafters",50,50,0,0,1,2,0,3,32.24,67072,"Associate's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"19-1022","Microbiologists",30,40,10,0.33333333333333331,1,2,1,4,0,0,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",60,80,20,0.33333333333333331,1,4,2,7,42.65,88711,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"19-2041","Environmental Scientists and Specialists, Including Health",50,60,10,0.2,1,4,1,6,35.270000000000003,73368,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"19-3099","Social Scientists and Related Workers, All Other",120,140,20,0.16666666666666666,4,8,2,14,27.28,56724,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",160,140,-20,-0.125,6,10,-2,14,0,0,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",50,50,0,0,2,3,0,5,30,62400,"Master's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",130,140,10,7.6923076923076927E-2,5,8,1,14,0,0,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"21-2011","Clergy",180,180,0,0,8,11,0,19,28.97,60248,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"25-1032","Engineering Teachers, Postsecondary",90,90,0,0,3,3,0,6,0,0,"Doctoral or professional degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"25-1126","Philosophy and Religion Teachers, Postsecondary",120,130,10,8.3333333333333329E-2,5,5,2,12,0,0,"Doctoral or professional degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"25-2021","Elementary School Teachers, Except Special Education",640,740,100,0.15625,23,26,10,59,0,63589,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"25-3098","Substitute Teachers",1570,1860,290,0.18471337579617833,104,80,29,213,18.14,37735,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",930,1080,150,0.16129032258064516,55,46,15,116,0,35023,"Some college, no degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"27-1021","Commercial and Industrial Designers",40,40,0,0,1,2,1,4,27.79,57821,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"27-1023","Floral Designers",30,10,-20,-0.66666666666666663,1,1,-2,0,13.14,27326,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"27-2042","Musicians and Singers",190,190,0,0,11,7,0,18,32.11,0,"No formal educational credential","None","Long-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"27-3091","Interpreters and Translators",30,30,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"29-1071","Physician Assistants",110,160,50,0.45454545454545453,2,5,4,11,68.11,141658,"Master's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"29-1131","Veterinarians",90,120,30,0.33333333333333331,2,2,3,7,59.91,124608,"Doctoral or professional degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",90,110,20,0.22222222222222221,3,2,2,7,41.67,86680,"Associate's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",400,460,60,0.15,15,15,6,36,26.2,54500,"Postsecondary non-degree award","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"31-2021","Physical Therapist Assistants",30,30,0,0,1,2,0,3,34.47,71695,"Associate's degree","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",60,70,10,0.16666666666666666,4,4,1,9,16.059999999999999,33399,"High school diploma or equivalent","None","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",430,460,30,6.9767441860465115E-2,11,17,3,31,54.44,113240,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"35-2012","Cooks, Institution and Cafeteria",210,220,10,4.7619047619047616E-2,13,17,1,31,16.79,34922,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",2840,3390,550,0.19366197183098591,276,288,56,620,11.69,24306,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"35-9021","Dishwashers",430,460,30,6.9767441860465115E-2,33,36,3,72,11.46,23833,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",350,380,30,8.5714285714285715E-2,42,40,3,85,11.05,22979,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",40,40,0,0,2,4,1,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",560,590,30,5.3571428571428568E-2,60,68,3,131,12,24975,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",1330,1480,150,0.11278195488721804,52,94,15,161,18.940000000000001,39379,"High school diploma or equivalent","<5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",3540,3660,120,3.3898305084745763E-2,228,286,12,526,12.57,26157,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",120,140,20,0.16666666666666666,4,9,2,15,31.07,64637,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",180,150,-30,-0.16666666666666666,11,6,-2,15,14.61,30382,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",320,420,100,0.3125,16,20,10,46,21.81,45366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",30,30,0,0,1,1,1,3,25.84,53739,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",50,50,0,0,3,3,0,6,20.39,42407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",50,60,10,0.2,3,3,1,7,27.22,56615,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-5052","Postal Service Mail Carriers",230,220,-10,-4.3478260869565216E-2,9,6,0,15,28.44,59143,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",120,70,-50,-0.41666666666666669,5,5,-4,6,23.84,49573,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-6013","Medical Secretaries",420,530,110,0.26190476190476192,26,25,10,61,19.89,41363,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",3670,3800,130,3.5422343324250684E-2,219,213,14,446,14.87,30943,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",810,570,-240,-0.29629629629629628,25,79,-24,80,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"47-2071","Paving, Surfacing, and Tamping Equipment Operators",130,220,90,0.69230769230769229,6,12,9,27,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"47-2161","Plasterers and Stucco Masons",110,100,-10,-9.0909090909090912E-2,4,6,-1,9,26.38,54873,"No formal educational credential","None","Long-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"47-4011","Construction and Building Inspectors",50,50,0,0,2,3,0,5,42.7,88818,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",430,490,60,0.13953488372093023,14,28,6,48,22.75,47324,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",280,310,30,0.10714285714285714,10,15,3,28,23.4,48664,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",300,350,50,0.16666666666666666,10,21,4,35,29.81,61996,"High school diploma or equivalent","<5 years","None"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-3011","Bakers",300,320,20,6.6666666666666666E-2,20,23,2,45,13.99,29110,"No formal educational credential","None","Long-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",80,80,0,0,3,5,0,8,17.55,36520,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",460,390,-70,-0.15217391304347827,15,32,-7,40,12.08,25118,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-9198","Helpers--Production Workers",130,150,20,0.15384615384615385,8,13,2,23,12.38,25763,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"51-9199","Production Workers, All Other",270,300,30,0.1111111111111111,11,21,3,35,12.12,25210,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",310,280,-30,-9.6774193548387094E-2,13,19,-3,29,22.42,46629,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area",4,"53-6031","Automotive and Watercraft Service Attendants",60,70,10,0.16666666666666666,4,7,1,12,13.58,28262,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"11-1021","General and Operations Managers",1300,1450,150,0.11538461538461539,28,82,15,125,41.12,85527,"Bachelor's degree","≥5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",130,150,20,0.15384615384615385,4,7,2,13,34.18,71086,"Bachelor's degree","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",180,190,10,5.5555555555555552E-2,5,8,1,14,0,118932,"Master's degree","≥5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"11-9199","Managers, All Other",130,130,0,0,4,6,0,10,45.85,95356,"Bachelor's degree","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"13-1051","Cost Estimators",90,110,20,0.22222222222222221,3,7,2,12,30.9,64268,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",320,350,30,9.375E-2,10,19,3,32,31.79,66125,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"13-2082","Tax Preparers",80,80,0,0,4,4,0,8,25.67,53398,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",40,50,10,0.25,1,2,0,3,26.67,55455,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"17-2199","Engineers, All Other",30,40,10,0.33333333333333331,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"19-1023","Zoologists and Wildlife Biologists",30,30,0,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"19-1029","Biological Scientists, All Other",70,70,0,0,1,4,1,6,31.59,65711,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",180,200,20,0.1111111111111111,7,12,1,20,23.41,48682,"Master's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",110,120,10,9.0909090909090912E-2,4,7,1,12,25.77,53607,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"23-1011","Lawyers",210,210,0,0,4,5,0,9,51.64,107396,"Doctoral or professional degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",150,150,0,0,5,6,0,11,22.35,46478,"Bachelor's degree","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",720,760,40,5.5555555555555552E-2,40,34,4,78,0,29479,"Some college, no degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"27-3043","Writers and Authors",110,110,0,0,5,5,1,11,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"29-1069","Physicians and Surgeons, All Other",90,90,0,0,1,1,0,2,0,0,"Doctoral or professional degree","None","Internship/Residency"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"29-1141","Registered Nurses",1790,1930,140,7.8212290502793297E-2,53,40,14,107,47.83,99485,"Bachelor's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"29-2031","Cardiovascular Technologists and Technicians",30,30,0,0,1,1,0,2,36.840000000000003,76637,"Associate's degree","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",190,200,10,5.2631578947368418E-2,6,8,1,15,18.989999999999998,39502,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",650,670,20,3.0769230769230771E-2,40,34,2,76,15.2,31630,"Postsecondary non-degree award","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"31-9092","Medical Assistants",580,660,80,0.13793103448275862,27,38,8,73,15.76,32782,"Postsecondary non-degree award","None","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"31-9093","Medical Equipment Preparers",50,50,0,0,3,3,0,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",40,50,10,0.25,2,1,0,3,36.299999999999997,75500,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",80,100,20,0.25,12,10,1,23,12.43,25839,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",510,460,-50,-9.8039215686274508E-2,28,38,-5,61,11.28,23473,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",1570,1740,170,0.10828025477707007,147,153,18,318,11.4,23710,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"35-9021","Dishwashers",270,270,0,0,20,21,0,41,11.42,23751,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",750,750,0,0,56,42,0,98,11.83,24604,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"39-2021","Nonfarm Animal Caretakers",170,190,20,0.11764705882352941,12,14,2,28,11.69,24316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",3980,4970,990,0.24874371859296482,357,269,98,724,11.37,23638,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"41-2011","Cashiers",2370,2440,70,2.9535864978902954E-2,226,220,6,452,11.56,24039,"No formal educational credential","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",350,340,-10,-2.8571428571428571E-2,11,30,-1,40,18.93,39379,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",800,830,30,3.7499999999999999E-2,32,47,3,82,23.43,48743,"High school diploma or equivalent","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",110,110,0,0,4,6,0,10,18.37,38211,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-3071","Tellers",250,210,-40,-0.16,12,15,-4,23,14.36,29868,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",220,210,-10,-4.5454545454545456E-2,12,21,-1,32,11.12,23133,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",610,630,20,3.2786885245901641E-2,38,41,2,81,14.72,30626,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",70,70,0,0,4,2,0,6,28.81,59931,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",1120,1220,100,8.9285714285714288E-2,64,83,11,158,12.22,25426,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",1030,970,-60,-5.8252427184466021E-2,54,52,-5,101,16.32,33932,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",60,70,10,0.16666666666666666,2,6,0,8,23.5,48878,"High school diploma or equivalent","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"47-2031","Carpenters",450,560,110,0.24444444444444444,17,28,11,56,23.79,49468,"High school diploma or equivalent","None","Apprenticeship"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"47-2111","Electricians",240,290,50,0.20833333333333334,9,20,5,34,29.54,61448,"High school diploma or equivalent","None","Apprenticeship"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",210,240,30,0.14285714285714285,7,12,3,22,34.479999999999997,71706,"High school diploma or equivalent","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",100,120,20,0.2,3,6,2,11,24.73,51436,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"49-9043","Maintenance Workers, Machinery",50,60,10,0.2,2,3,1,6,19.37,40286,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",230,260,30,0.13043478260869565,8,16,4,28,27.9,58035,"High school diploma or equivalent","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",50,60,10,0.2,1,4,1,6,18.52,38506,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",60,60,0,0,2,4,0,6,16.329999999999998,33961,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",100,110,10,0.1,4,7,1,12,13.3,27646,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",50,60,10,0.2,2,4,1,7,0,0,"High school diploma or equivalent","<5 years","None"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",670,750,80,0.11940298507462686,30,44,8,82,19.7,40978,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Shasta","North Far North","Redding Metropolitan Statistical Area",4,"53-7061","Cleaners of Vehicles and Equipment",220,260,40,0.18181818181818182,12,21,4,37,11.83,24595,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"11-2021","Marketing Managers",110,140,30,0.27272727272727271,3,8,3,14,78.16,162573,"Bachelor's degree","≥5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",170,210,40,0.23529411764705882,4,9,5,18,46.57,96866,"Bachelor's degree","≥5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",220,230,10,4.5454545454545456E-2,6,10,1,17,0,107828,"Master's degree","≥5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"11-9061","Funeral Service Managers",50,60,10,0.2,1,2,1,4,34.090000000000003,70912,"Associate's degree","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",110,130,20,0.18181818181818182,4,6,2,12,32.29,67166,"Bachelor's degree","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"13-1051","Cost Estimators",290,350,60,0.20689655172413793,10,21,6,37,34.409999999999997,71575,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"13-1121","Meeting, Convention, and Event Planners",40,40,0,0,2,3,0,5,21.52,44774,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",740,940,200,0.27027027027027029,25,48,20,93,37.299999999999997,77587,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"13-2031","Budget Analysts",50,60,10,0.2,2,2,1,5,38.14,79342,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"13-2072","Loan Officers",290,380,90,0.31034482758620691,8,19,9,36,33.53,69728,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"15-1133","Software Developers, Systems Software",130,110,-20,-0.15384615384615385,2,6,-1,7,53.85,112016,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"15-1151","Computer User Support Specialists",270,340,70,0.25925925925925924,6,16,8,30,24.72,51403,"Some college, no degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"17-2031","Biomedical Engineers",180,220,40,0.22222222222222221,4,9,4,17,50.21,104441,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"17-2199","Engineers, All Other",70,90,20,0.2857142857142857,2,3,2,7,58.07,120790,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"17-3025","Environmental Engineering Technicians",60,80,20,0.33333333333333331,2,4,2,8,26.07,54226,"Associate's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"19-2041","Environmental Scientists and Specialists, Including Health",40,60,20,0.5,1,3,1,5,41.36,86030,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"19-4021","Biological Technicians",150,160,10,6.6666666666666666E-2,4,10,2,16,21.19,44071,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",110,130,20,0.18181818181818182,4,8,2,14,0,0,"Master's degree","None","Internship/residency"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",190,210,20,0.10526315789473684,7,12,2,21,0,0,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",50,60,10,0.2,2,4,1,7,27.65,57526,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"21-2021","Directors, Religious Activities and Education",110,130,20,0.18181818181818182,5,9,2,16,11.84,24625,"Bachelor's degree","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"23-2093","Title Examiners, Abstractors, and Searchers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"25-2022","Middle School Teachers, Except Special and Career/Technical Education",230,240,10,4.3478260869565216E-2,8,9,1,18,0,58704,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"25-3098","Substitute Teachers",1470,1540,70,4.7619047619047616E-2,92,70,6,168,19.09,39695,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",390,570,180,0.46153846153846156,23,14,18,55,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"27-2041","Music Directors and Composers",30,30,0,0,2,1,0,3,0,0,"Bachelor's degree","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-1021","Dentists, General",210,250,40,0.19047619047619047,4,2,4,10,68.180000000000007,141810,"Doctoral or professional degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-1067","Surgeons",30,20,-10,-0.33333333333333331,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-1125","Recreational Therapists",60,70,10,0.16666666666666666,2,2,1,5,36.64,76201,"Bachelor's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",220,310,90,0.40909090909090912,5,8,9,22,63,131036,"Master's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-2021","Dental Hygienists",200,240,40,0.2,8,5,4,17,48.07,99983,"Associate's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-2041","Emergency Medical Technicians and Paramedics",300,380,80,0.26666666666666666,6,14,8,28,19.59,40741,"Postsecondary non-degree award","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",80,130,50,0.625,4,5,5,14,15.62,32475,"Associate's degree","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",160,190,30,0.1875,5,5,3,13,23.6,49088,"Postsecondary non-degree award","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"29-2099","Health Technologists and Technicians, All Other",500,600,100,0.2,15,18,10,43,37.97,78983,"Postsecondary non-degree award","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"31-9092","Medical Assistants",940,1310,370,0.39361702127659576,49,69,38,156,19.670000000000002,40898,"Postsecondary non-degree award","None","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"33-1012","First-Line Supervisors of Police and Detectives",70,80,10,0.14285714285714285,2,2,1,5,71.180000000000007,148059,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"33-9011","Animal Control Workers",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",1160,1250,90,7.7586206896551727E-2,70,96,9,175,11.48,23874,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",4190,5150,960,0.22911694510739858,414,433,96,943,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"35-9021","Dishwashers",550,600,50,9.0909090909090912E-2,43,46,5,94,11.87,24697,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",950,1160,210,0.22105263157894736,78,59,20,157,12.05,25057,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",600,780,180,0.3,73,82,18,173,10.69,22239,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",6060,7400,1340,0.22112211221122113,537,404,133,1074,11.64,24214,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",820,880,60,7.3170731707317069E-2,45,62,6,113,13.96,29018,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"41-3011","Advertising Sales Agents",50,80,30,0.6,2,6,2,10,21.12,43914,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"41-9021","Real Estate Brokers",130,190,60,0.46153846153846156,8,6,6,20,0,0,"High school diploma or equivalent","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",130,180,50,0.38461538461538464,8,6,5,19,18,37427,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",170,160,-10,-5.8823529411764705E-2,6,11,-1,16,21.43,44588,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",70,90,20,0.2857142857142857,4,3,2,9,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",200,240,40,0.2,12,22,4,38,11.82,24587,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",740,980,240,0.32432432432432434,53,57,23,133,15.32,31864,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",70,70,0,0,4,2,0,6,28.82,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",310,530,220,0.70967741935483875,16,24,22,62,11.74,24423,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"43-9021","Data Entry Keyers",70,80,10,0.14285714285714285,4,5,0,9,15.35,31936,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",40,50,10,0.25,2,4,1,7,35.28,73367,"High school diploma or equivalent","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"47-2031","Carpenters",1610,2040,430,0.26708074534161491,63,101,42,206,27.87,57967,"High school diploma or equivalent","None","Apprenticeship"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"47-2111","Electricians",660,770,110,0.16666666666666666,25,53,10,88,30.56,63565,"High school diploma or equivalent","None","Apprenticeship"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",50,60,10,0.2,2,5,2,9,16.239999999999998,33783,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"49-2011","Computer, Automated Teller, and Office Machine Repairers",140,180,40,0.2857142857142857,5,10,4,19,19.649999999999999,40875,"Some college, no degree","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"49-2021","Radio, Cellular, and Tower Equipment Installers and Repairers",70,70,0,0,2,5,1,8,0,0,"Associate's degree","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"49-3021","Automotive Body and Related Repairers",110,130,20,0.18181818181818182,4,7,2,13,19.3,40124,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"49-3092","Recreational Vehicle Service Technicians",30,30,0,0,1,3,0,4,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"49-9064","Watch Repairers",30,10,-20,-0.66666666666666663,1,1,-2,0,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",510,580,70,0.13725490196078433,17,35,8,60,29.78,61925,"High school diploma or equivalent","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",170,150,-20,-0.11764705882352941,7,12,-2,17,20.149999999999999,41914,"No formal educational credential","None","Long-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",170,190,20,0.11764705882352941,6,14,2,22,24.6,51157,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-6021","Pressers, Textile, Garment, and Related Materials",40,30,-10,-0.25,2,2,-1,3,13.64,28373,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-9022","Grinding and Polishing Workers, Hand",30,40,10,0.33333333333333331,1,3,2,6,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"51-9111","Packaging and Filling Machine Operators and Tenders",910,1050,140,0.15384615384615385,46,65,14,125,16.579999999999998,34483,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",200,300,100,0.5,8,17,9,34,0,0,"High school diploma or equivalent","<5 years","None"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",310,360,50,0.16129032258064516,14,21,5,40,14.52,30204,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"53-6021","Parking Lot Attendants",60,60,0,0,4,5,1,10,10.68,22209,"No formal educational credential","None","Short-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"53-6051","Transportation Inspectors",70,80,10,0.14285714285714285,3,4,1,8,30.9,64272,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",850,840,-10,-1.1764705882352941E-2,57,69,0,126,11.84,24616,"No formal educational credential","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"11-2021","Marketing Managers",260,300,40,0.15384615384615385,6,17,4,27,63.04,131128,"Bachelor's degree","≥5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",380,440,60,0.15789473684210525,10,19,6,35,45.07,93743,"Bachelor's degree","≥5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"11-9021","Construction Managers",740,880,140,0.1891891891891892,19,36,14,69,48.24,100357,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"11-9081","Lodging Managers",80,100,20,0.25,3,6,2,11,22.81,47448,"High school diploma or equivalent","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"11-9199","Managers, All Other",920,1020,100,0.10869565217391304,26,40,10,76,58.24,121126,"Bachelor's degree","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"13-1041","Compliance Officers",410,450,40,9.7560975609756101E-2,12,22,4,38,35.25,73321,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"13-1131","Fundraisers",80,100,20,0.25,3,6,2,11,25.37,52766,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",1550,1770,220,0.14193548387096774,49,96,23,168,36.28,75474,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"13-2031","Budget Analysts",50,60,10,0.2,2,2,1,5,46.61,96948,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"13-2099","Financial Specialists, All Other",100,110,10,0.1,3,5,1,9,33.93,70565,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"15-1134","Web Developers",220,280,60,0.27272727272727271,5,12,6,23,36.049999999999997,74982,"Associate's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"15-1141","Database Administrators",100,120,20,0.2,2,5,2,9,31.28,65061,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"15-2031","Operations Research Analysts",70,90,20,0.2857142857142857,2,3,3,8,27.02,56196,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",160,180,20,0.125,4,7,2,13,48.57,101029,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",240,290,50,0.20833333333333334,8,14,5,27,31.47,65467,"Associate's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"17-3031","Surveying and Mapping Technicians",100,110,10,0.1,4,8,1,13,31.21,64909,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"19-2042","Geoscientists, Except Hydrologists and Geographers",110,140,30,0.27272727272727271,3,9,2,14,41.97,87290,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",210,230,20,9.5238095238095233E-2,8,15,2,25,0,0,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",160,170,10,6.25E-2,6,11,1,18,29.63,61629,"Master's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",250,250,0,0,8,13,1,22,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"21-1094","Community Health Workers",110,120,10,9.0909090909090912E-2,5,8,2,15,22.59,46986,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-1021","Computer Science Teachers, Postsecondary",50,50,0,0,2,2,0,4,0,0,"Doctoral or professional degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-1194","Vocational Education Teachers, Postsecondary",50,50,0,0,2,2,0,4,31.02,64523,"Bachelor's degree","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",1430,1580,150,0.1048951048951049,46,56,16,118,0,75165,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",300,330,30,0.1,10,11,3,24,0,84050,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-3098","Substitute Teachers",3030,3360,330,0.10891089108910891,195,150,33,378,19.62,40812,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",350,380,30,8.5714285714285715E-2,17,15,3,35,28.62,59527,"Bachelor's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"27-2012","Producers and Directors",90,140,50,0.55555555555555558,3,7,4,14,31.21,64919,"Bachelor's degree","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"27-3043","Writers and Authors",60,70,10,0.16666666666666666,3,3,2,8,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",80,90,10,0.125,3,2,1,6,38.1,79247,"Bachelor's degree","None","Internship/residency"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-1122","Occupational Therapists",110,130,20,0.18181818181818182,2,3,2,7,48.39,100643,"Master's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-1131","Veterinarians",190,250,60,0.31578947368421051,4,4,6,14,59.7,124171,"Doctoral or professional degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-2021","Dental Hygienists",290,320,30,0.10344827586206896,11,7,3,21,47.64,99079,"Associate's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",260,320,60,0.23076923076923078,7,7,6,20,38.369999999999997,79816,"Associate's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",820,980,160,0.1951219512195122,32,31,16,79,28.99,60309,"Postsecondary non-degree award","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"31-1011","Home Health Aides",230,340,110,0.47826086956521741,17,14,11,42,16.059999999999999,33399,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"31-9091","Dental Assistants",660,730,70,0.10606060606060606,35,40,8,83,23.02,47892,"Postsecondary non-degree award","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"31-9092","Medical Assistants",1230,1630,400,0.32520325203252032,63,88,40,191,19.260000000000002,40044,"Postsecondary non-degree award","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",200,230,30,0.15,14,13,4,31,19.55,40671,"High school diploma or equivalent","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"33-9032","Security Guards",1080,1090,10,9.2592592592592587E-3,64,76,0,140,15.05,31290,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",1190,1200,10,8.4033613445378148E-3,70,95,1,166,11.48,23874,"No formal educational credential","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"35-2021","Food Preparation Workers",1850,2140,290,0.15675675675675677,159,173,29,361,13.79,28688,"No formal educational credential","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",380,470,90,0.23684210526315788,32,30,8,70,12.14,25253,"No formal educational credential","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",540,590,50,9.2592592592592587E-2,18,34,5,57,24.53,51030,"High school diploma or equivalent","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",100,100,0,0,4,7,0,11,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"39-2021","Nonfarm Animal Caretakers",510,620,110,0.21568627450980393,39,46,11,96,13.63,28359,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"39-7011","Tour Guides and Escorts",150,190,40,0.26666666666666666,15,14,3,32,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"39-9041","Residential Advisors",160,180,20,0.125,11,16,2,29,10.47,21776,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",260,280,20,7.6923076923076927E-2,12,21,1,34,17.39,36167,"No formal educational credential","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",1070,1180,110,0.10280373831775701,36,97,11,144,26.32,54751,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",460,480,20,4.3478260869565216E-2,15,31,2,48,45.99,95659,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"41-9031","Sales Engineers",140,160,20,0.14285714285714285,4,12,1,17,50.17,104347,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-2011","Switchboard Operators, Including Answering Service",110,100,-10,-9.0909090909090912E-2,6,7,-2,11,15.9,33052,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-4011","Brokerage Clerks",70,80,10,0.14285714285714285,2,6,1,9,28.64,59563,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",340,440,100,0.29411764705882354,22,39,10,71,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",120,120,0,0,5,8,0,13,19.260000000000002,40063,"Associate's degree","None","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",120,130,10,8.3333333333333329E-2,6,3,1,10,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",3140,3420,280,8.9171974522292988E-2,179,233,28,440,12.5,25999,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",3000,2950,-50,-1.6666666666666666E-2,160,156,-5,311,20.36,42346,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"43-9199","Office and Administrative Support Workers, All Other",400,450,50,0.125,18,27,5,50,13.35,27760,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",650,760,110,0.16923076923076924,22,44,11,77,41.91,87169,"High school diploma or equivalent","≥5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",490,600,110,0.22448979591836735,21,38,11,70,31.57,65672,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",740,860,120,0.16216216216216217,29,54,12,95,32.81,68237,"High school diploma or equivalent","None","Apprenticeship"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"47-3012","Helpers--Carpenters",130,160,30,0.23076923076923078,6,14,3,23,23.93,49773,"No formal educational credential","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",70,90,20,0.2857142857142857,3,8,2,13,17.91,37264,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",400,370,-30,-7.4999999999999997E-2,13,27,-4,36,28.48,59226,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"49-3041","Farm Equipment Mechanics and Service Technicians",100,110,10,0.1,3,7,1,11,21.47,44663,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"49-9043","Maintenance Workers, Machinery",60,70,10,0.16666666666666666,3,4,2,9,23.91,49720,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",730,790,60,8.2191780821917804E-2,24,49,6,79,31.68,65896,"High school diploma or equivalent","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-3021","Butchers and Meat Cutters",500,570,70,0.14000000000000001,24,41,7,72,12.88,26796,"No formal educational credential","None","Long-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",60,70,10,0.16666666666666666,2,5,1,8,22.79,47411,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",50,40,-10,-0.2,1,3,-1,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",100,120,20,0.2,10,4,1,15,16.239999999999998,33798,"No formal educational credential","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",200,170,-30,-0.15,5,10,-3,12,39.67,82508,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"51-9122","Painters, Transportation Equipment",130,140,10,7.6923076923076927E-2,4,10,1,15,22.28,46346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",200,220,20,0.1,7,14,2,23,0,0,"High school diploma or equivalent","<5 years","None"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",1680,2000,320,0.19047619047619047,78,116,32,226,26.72,55584,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",1380,1500,120,8.6956521739130432E-2,61,90,13,164,18.100000000000001,37652,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",3100,3550,450,0.14516129032258066,165,284,45,494,14.64,30442,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"11-1031","Legislators",90,100,10,0.1111111111111111,3,4,0,7,0,51306,"Bachelor's degree","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"11-3031","Financial Managers",420,490,70,0.16666666666666666,10,22,7,39,48.58,101040,"Bachelor's degree","≥5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",5450,5400,-50,-9.1743119266055051E-3,317,81,-5,393,0,0,"High school diploma or equivalent","≥5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"11-9051","Food Service Managers",690,810,120,0.17391304347826086,24,55,12,91,19.16,39845,"High school diploma or equivalent","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"13-1022","Wholesale and Retail Buyers, Except Farm Products",150,150,0,0,6,11,0,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"13-1051","Cost Estimators",310,350,40,0.12903225806451613,10,22,4,36,29.39,61124,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"13-1131","Fundraisers",50,70,20,0.4,2,4,1,7,19.37,40294,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",870,970,100,0.11494252873563218,27,53,10,90,30.08,62563,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"15-1131","Computer Programmers",180,180,0,0,3,8,-1,10,33.94,70595,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",280,320,40,0.14285714285714285,4,14,3,21,38.08,79217,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"17-2051","Civil Engineers",200,220,20,0.1,4,10,3,17,43.38,90234,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",50,60,10,0.2,1,2,1,4,57.49,119561,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"17-3012","Electrical and Electronics Drafters",50,70,20,0.4,2,3,1,6,21.32,44345,"Associate's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"19-4021","Biological Technicians",50,60,10,0.2,2,4,1,7,18.38,38232,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",340,380,40,0.11764705882352941,13,24,4,41,26.54,55221,"Master's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",230,300,70,0.30434782608695654,10,17,7,34,36.81,76556,"Master's degree","None","Internship/residency"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"21-1099","Community and Social Service Specialists, All Other",280,310,30,0.10714285714285714,13,22,2,37,18,37440,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"23-1011","Lawyers",280,310,30,0.10714285714285714,6,6,2,14,55.32,115063,"Doctoral or professional degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"25-1199","Postsecondary Teachers, All Other",510,550,40,7.8431372549019607E-2,20,20,4,44,0,0,"Doctoral or professional degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"25-2032","Career/Technical Education Teachers, Secondary School",130,140,10,7.6923076923076927E-2,4,5,1,10,0,62411,"Bachelor's degree","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",620,740,120,0.19354838709677419,41,32,12,85,21.95,45666,"High school diploma or equivalent","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",2410,2550,140,5.8091286307053944E-2,136,113,14,263,0,35826,"Some college, no degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"27-2022","Coaches and Scouts",370,430,60,0.16216216216216217,22,30,6,58,0,23965,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"27-4021","Photographers",160,80,-80,-0.5,5,4,-8,1,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"29-1021","Dentists, General",120,150,30,0.25,2,1,3,6,69.69,144958,"Doctoral or professional degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"29-1069","Physicians and Surgeons, All Other",130,170,40,0.30769230769230771,2,2,3,7,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"29-1141","Registered Nurses",4110,5250,1140,0.27737226277372262,134,102,114,350,51.07,106218,"Bachelor's degree","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"29-2035","Magnetic Resonance Imaging Technologists",60,80,20,0.33333333333333331,2,2,2,6,44.67,92905,"Associate's degree","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",880,1090,210,0.23863636363636365,35,34,21,90,24.89,51769,"Postsecondary non-degree award","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",1510,1850,340,0.2251655629139073,102,85,34,221,14.95,31085,"Postsecondary non-degree award","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"31-9093","Medical Equipment Preparers",240,310,70,0.29166666666666669,17,16,6,39,19.670000000000002,40908,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",140,160,20,0.14285714285714285,10,9,2,21,21.83,45413,"High school diploma or equivalent","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"33-9032","Security Guards",780,830,50,6.4102564102564097E-2,48,57,5,110,12.01,24985,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",1710,1740,30,1.7543859649122806E-2,101,138,3,242,11.35,23607,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",5040,6310,1270,0.25198412698412698,503,526,127,1156,11.25,23401,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"35-9021","Dishwashers",860,970,110,0.12790697674418605,68,73,11,152,11.28,23463,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",1260,1430,170,0.13492063492063491,100,75,18,193,12.02,25016,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"37-2021","Pest Control Workers",120,130,10,8.3333333333333329E-2,5,12,1,18,18.239999999999998,37935,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"39-2011","Animal Trainers",110,120,10,9.0909090909090912E-2,5,7,1,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"39-9011","Childcare Workers",1160,1280,120,0.10344827586206896,100,76,12,188,12.07,25109,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",460,520,60,0.13043478260869565,16,27,7,50,26.48,55071,"High school diploma or equivalent","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",5840,6280,440,7.5342465753424653E-2,384,481,43,908,11.61,24142,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",1390,1500,110,7.9136690647482008E-2,48,97,10,155,28.1,58439,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"41-9099","Sales and Related Workers, All Other",130,150,20,0.15384615384615385,7,10,2,19,16.690000000000001,34720,"High school diploma or equivalent","None","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",1940,1920,-20,-1.0309278350515464E-2,120,93,-1,212,19.87,41333,"Some college, no degree","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-4061","Eligibility Interviewers, Government Programs",130,140,10,7.6923076923076927E-2,6,6,1,13,28.16,58570,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-4151","Order Clerks",240,230,-10,-4.1666666666666664E-2,11,15,-1,25,16.36,34014,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",430,450,20,4.6511627906976744E-2,16,24,2,42,19.39,40330,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",4000,4630,630,0.1575,235,307,63,605,11.63,24187,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",2630,2500,-130,-4.9429657794676805E-2,138,134,-13,259,17.920000000000002,37279,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-9011","Computer Operators",50,50,0,0,2,3,0,5,23.11,48078,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",3120,3180,60,1.9230769230769232E-2,185,180,6,371,15.02,31220,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",7320,7410,90,1.2295081967213115E-2,269,839,9,1117,11.76,24459,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"47-2051","Cement Masons and Concrete Finishers",230,260,30,0.13043478260869565,9,16,3,28,22.01,45773,"No formal educational credential","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"47-2111","Electricians",640,750,110,0.171875,24,51,11,86,28.07,58394,"High school diploma or equivalent","None","Apprenticeship"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",220,270,50,0.22727272727272727,8,17,5,30,18.72,38933,"High school diploma or equivalent","None","Apprenticeship"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",230,160,-70,-0.30434782608695654,6,14,-7,13,27.16,56494,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"49-3041","Farm Equipment Mechanics and Service Technicians",250,270,20,0.08,8,16,2,26,18.45,38377,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",1740,1960,220,0.12643678160919541,75,103,22,200,20.010000000000002,41606,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-3011","Bakers",140,150,10,7.1428571428571425E-2,9,10,1,20,12.06,25087,"No formal educational credential","None","Long-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",210,210,0,0,8,16,0,24,16.98,35312,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-5112","Printing Press Operators",200,130,-70,-0.35,6,10,-7,9,23.31,48475,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",310,290,-20,-6.4516129032258063E-2,8,16,-1,23,31.2,64893,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",280,290,10,3.5714285714285712E-2,10,21,1,32,15.53,32293,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"51-9122","Painters, Transportation Equipment",70,70,0,0,2,5,1,8,22.64,47093,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",240,260,20,8.3333333333333329E-2,8,17,2,27,0,0,"High school diploma or equivalent","<5 years","None"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"53-7011","Conveyor Operators and Tenders",50,50,0,0,2,4,0,6,14.94,31062,"No formal educational credential","None","Short-term on-the-job training"]
["Stanislaus","Central","Modesto Metropolitan Statistical Area",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",3450,4090,640,0.1855072463768116,187,322,64,573,13.56,28211,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"11-2022","Sales Managers",480,510,30,6.25E-2,11,30,3,44,45.53,94692,"Bachelor's degree","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"11-3061","Purchasing Managers",60,60,0,0,2,3,0,5,52.83,109889,"Bachelor's degree","≥5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",290,330,40,0.13793103448275862,9,14,4,27,0,123749,"Master's degree","≥5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"11-9199","Managers, All Other",320,300,-20,-6.25E-2,8,13,-2,19,51.76,107654,"Bachelor's degree","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"13-1051","Cost Estimators",150,190,40,0.26666666666666666,5,11,3,19,30.79,64043,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",170,190,20,0.11764705882352941,5,12,2,19,27.3,56797,"Bachelor's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",100,90,-10,-0.1,2,4,-1,5,36.07,75023,"Bachelor's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"15-1152","Computer Network Support Specialists",60,60,0,0,1,3,0,4,31.94,66422,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",60,70,10,0.16666666666666666,1,3,0,4,34.880000000000003,72555,"Bachelor's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"17-3023","Electrical and Electronics Engineering Technicians",110,110,0,0,4,6,1,11,34.11,70951,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"19-3051","Urban and Regional Planners",50,40,-10,-0.2,1,3,-1,3,38.11,79267,"Master's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",130,160,30,0.23076923076923078,5,9,3,17,0,0,"Master's degree","None","Internship/residency"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"21-1023","Mental Health and Substance Abuse Social Workers",110,120,10,9.0909090909090912E-2,4,8,1,13,19.77,41116,"Master's degree","None","Internship/residency"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"21-2021","Directors, Religious Activities and Education",70,80,10,0.14285714285714285,3,6,2,11,18.41,38303,"Bachelor's degree","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",280,310,30,0.10714285714285714,13,16,3,32,16.39,34089,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",180,200,20,0.1111111111111111,6,7,2,15,0,73205,"Bachelor's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",2410,2700,290,0.12033195020746888,140,116,28,284,0,31012,"Some college, no degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",60,60,0,0,2,2,0,4,36.99,76942,"Bachelor's degree","None","Internship/residency"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-1126","Respiratory Therapists",80,100,20,0.25,2,2,2,6,32.74,68097,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-2032","Diagnostic Medical Sonographers",60,70,10,0.16666666666666666,2,2,2,6,39.119999999999997,81359,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-2053","Psychiatric Technicians",640,640,0,0,21,28,0,49,27.43,57039,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",70,60,-10,-0.14285714285714285,2,3,-1,4,13.43,27936,"Associate's degree","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"29-2099","Health Technologists and Technicians, All Other",160,200,40,0.25,5,6,4,15,17.07,35511,"Postsecondary non-degree award","None","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",100,100,0,0,6,10,0,16,12.93,26888,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"33-2011","Firefighters",360,250,-110,-0.30555555555555558,7,13,-11,9,29.97,62334,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",200,220,20,0.1,29,22,2,53,16.829999999999998,35004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"35-2015","Cooks, Short Order",140,140,0,0,8,11,0,19,12.12,25201,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",100,110,10,0.1,8,8,1,17,11.52,23956,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",150,180,30,0.2,8,10,3,21,20.41,42441,"High school diploma or equivalent","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",200,200,0,0,9,14,0,23,14.01,29151,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",3120,4530,1410,0.45192307692307693,305,230,141,676,11.52,23967,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",210,240,30,0.14285714285714285,8,12,4,24,27.76,57747,"High school diploma or equivalent","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",220,240,20,9.0909090909090912E-2,6,15,3,24,22.31,46414,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",140,150,10,7.1428571428571425E-2,7,6,1,14,17.97,37375,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",100,110,10,0.1,7,4,1,12,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",500,520,20,0.04,22,28,3,53,16.690000000000001,34720,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-4111","Interviewers, Except Eligibility and Loan",60,60,0,0,3,4,0,7,16.61,34556,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",90,100,10,0.1111111111111111,3,6,2,11,18.600000000000001,38682,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-5031","Police, Fire, and Ambulance Dispatchers",80,60,-20,-0.25,2,4,-2,4,24.97,51937,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-5061","Production, Planning, and Expediting Clerks",290,300,10,3.4482758620689655E-2,10,19,2,31,19.600000000000001,40770,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",1990,1930,-60,-3.015075376884422E-2,105,102,-6,201,17.68,36778,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"43-9199","Office and Administrative Support Workers, All Other",370,420,50,0.13513513513513514,17,25,5,47,13.99,29101,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",3520,4170,650,0.18465909090909091,141,438,66,645,12.4,25772,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"47-2051","Cement Masons and Concrete Finishers",190,230,40,0.21052631578947367,8,14,4,26,15.77,32795,"No formal educational credential","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"47-2141","Painters, Construction and Maintenance",240,280,40,0.16666666666666666,9,13,4,26,16.62,34577,"No formal educational credential","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"47-3012","Helpers--Carpenters",70,90,20,0.2857142857142857,3,8,2,13,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",910,980,70,7.6923076923076927E-2,30,57,7,94,18.260000000000002,37981,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",200,240,40,0.2,7,12,4,23,20.72,43089,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",1670,1900,230,0.1377245508982036,73,99,23,195,19.670000000000002,40916,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",80,100,20,0.25,4,7,2,13,11.87,24687,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"51-3011","Bakers",120,120,0,0,8,9,0,17,13.53,28137,"No formal educational credential","None","Long-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"51-4121","Welders, Cutters, Solderers, and Brazers",310,360,50,0.16129032258064516,9,26,5,40,17.829999999999998,37083,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"51-7011","Cabinetmakers and Bench Carpenters",240,160,-80,-0.33333333333333331,9,11,-8,12,12.59,26182,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",320,300,-20,-6.25E-2,13,24,-2,35,14.39,29918,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",230,280,50,0.21739130434782608,8,18,5,31,0,0,"High school diploma or equivalent","<5 years","None"]
["Tulare","Central","Visalia-Porterville Metropolitan Statistical Area",4,"53-7061","Cleaners of Vehicles and Equipment",500,540,40,0.08,27,45,4,76,11.36,23624,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-1011","Chief Executives",1050,1060,10,9.5238095238095247E-3,31,43,1,75,98.54,204969,"Bachelor's degree","≥5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-2022","Sales Managers",1390,1620,230,0.16546762589928057,34,91,24,149,46.75,97254,"Bachelor's degree","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-3061","Purchasing Managers",140,150,10,7.1428571428571425E-2,4,7,1,12,58.59,121871,"Bachelor's degree","≥5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-9021","Construction Managers",880,1090,210,0.23863636363636365,23,44,22,89,46.85,97428,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",250,280,30,0.12,7,12,3,22,23.19,48224,"Bachelor's degree","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-9051","Food Service Managers",1190,1460,270,0.22689075630252101,42,98,27,167,27.45,57113,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"11-9151","Social and Community Service Managers",480,570,90,0.1875,17,27,9,53,33.020000000000003,68677,"Bachelor's degree","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"13-1051","Cost Estimators",520,670,150,0.28846153846153844,19,39,14,72,30.92,64329,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"13-1131","Fundraisers",100,110,10,0.1,3,7,2,12,28.58,59451,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"13-2011","Accountants and Auditors",2320,2670,350,0.15086206896551724,74,143,35,252,39.659999999999997,82496,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"13-2053","Insurance Underwriters",210,200,-10,-4.7619047619047616E-2,5,11,-1,15,36.69,76311,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"15-1111","Computer and Information Research Scientists",180,190,10,5.5555555555555552E-2,3,10,0,13,55.03,114464,"Master's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"15-1134","Web Developers",410,500,90,0.21951219512195122,8,23,10,41,28.13,58501,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"15-1152","Computer Network Support Specialists",370,420,50,0.13513513513513514,8,20,5,33,37.9,78821,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"17-2041","Chemical Engineers",150,170,20,0.13333333333333333,3,6,2,11,54.24,112808,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"17-2112","Industrial Engineers",420,490,70,0.16666666666666666,10,18,7,35,44.95,93494,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"17-3013","Mechanical Drafters",70,80,10,0.14285714285714285,2,4,0,6,27.97,58176,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"17-3022","Civil Engineering Technicians",350,390,40,0.11428571428571428,12,19,5,36,26.7,55536,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"17-3029","Engineering Technicians, Except Drafters, All Other",350,370,20,5.7142857142857141E-2,12,19,2,33,39.28,81705,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"19-3031","Clinical, Counseling, and School Psychologists",620,740,120,0.19354838709677419,17,26,12,55,45.32,94266,"Doctoral or professional degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"19-4099","Life, Physical, and Social Science Technicians, All Other",80,90,10,0.125,4,7,1,12,29.03,60390,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"21-1022","Healthcare Social Workers",230,290,60,0.2608695652173913,9,17,6,32,26.88,55902,"Master's degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"21-1093","Social and Human Service Assistants",900,1030,130,0.14444444444444443,43,69,13,125,20.25,42122,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"23-2093","Title Examiners, Abstractors, and Searchers",130,100,-30,-0.23076923076923078,4,5,-3,6,28.01,58257,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"25-2011","Preschool Teachers, Except Special Education",1190,1330,140,0.11764705882352941,54,68,14,136,16.41,34140,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",270,310,40,0.14814814814814814,10,11,3,24,0,74038,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"25-4031","Library Technicians",290,320,30,0.10344827586206896,24,16,3,43,20.29,42203,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-1014","Multimedia Artists and Animators",50,60,10,0.2,3,2,1,6,33.92,70545,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-1026","Merchandise Displayers and Window Trimmers",280,310,30,0.10714285714285714,10,16,3,29,16.809999999999999,34952,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-2042","Musicians and Singers",220,220,0,0,13,8,0,21,17.36,0,"No formal educational credential","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-3041","Editors",250,220,-30,-0.12,8,15,-4,19,35.01,72829,"Bachelor's degree","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-3042","Technical Writers",150,160,10,6.6666666666666666E-2,5,9,0,14,43.06,89564,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-3043","Writers and Authors",140,170,30,0.21428571428571427,7,7,4,18,35.33,73479,"Bachelor's degree","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-3091","Interpreters and Translators",200,230,30,0.15,10,9,3,22,18.14,37714,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-4011","Audio and Video Equipment Technicians",100,120,20,0.2,3,6,2,11,12.11,25204,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"27-4021","Photographers",440,300,-140,-0.31818181818181818,16,13,-14,15,17.22,35826,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1011","Chiropractors",90,100,10,0.1111111111111111,2,1,1,4,34.11,70951,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1021","Dentists, General",570,690,120,0.21052631578947367,12,5,12,29,57.13,118830,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1031","Dietitians and Nutritionists",160,210,50,0.3125,6,5,5,16,32.43,67458,"Bachelor's degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1041","Optometrists",50,60,10,0.2,1,1,1,3,43.06,89564,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1051","Pharmacists",580,640,60,0.10344827586206896,14,12,5,31,60.19,125197,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1062","Family and General Practitioners",160,190,30,0.1875,3,2,2,7,30.79,64046,"Doctoral or professional degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1069","Physicians and Surgeons, All Other",810,910,100,0.12345679012345678,13,10,11,34,75.97,158017,"Doctoral or professional degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1071","Physician Assistants",130,180,50,0.38461538461538464,3,6,5,14,53.4,111072,"Master's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1122","Occupational Therapists",250,320,70,0.28000000000000003,6,8,7,21,45.1,93799,"Master's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1123","Physical Therapists",560,750,190,0.3392857142857143,13,14,19,46,43.1,89635,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1126","Respiratory Therapists",340,410,70,0.20588235294117646,9,8,7,24,38.200000000000003,79460,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1127","Speech-Language Pathologists",350,430,80,0.22857142857142856,7,12,8,27,42.13,87645,"Master's degree","None","Internship/residency"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1131","Veterinarians",190,260,70,0.36842105263157893,4,4,7,15,45.77,95200,"Doctoral or professional degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1141","Registered Nurses",4630,5430,800,0.17278617710583152,144,109,79,332,39.17,81481,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-1171","Nurse Practitioners",210,280,70,0.33333333333333331,5,7,7,19,55.61,115662,"Master's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2011","Medical and Clinical Laboratory Technologists",140,160,20,0.14285714285714285,4,4,1,9,0,0,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2012","Medical and Clinical Laboratory Technicians",250,290,40,0.16,8,8,3,19,0,0,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2021","Dental Hygienists",600,730,130,0.21666666666666667,24,15,13,52,49.39,102735,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2031","Cardiovascular Technologists and Technicians",80,90,10,0.125,2,2,1,5,46.9,97566,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2032","Diagnostic Medical Sonographers",70,90,20,0.2857142857142857,2,2,2,6,37.950000000000003,78922,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2034","Radiologic Technologists",530,600,70,0.13207547169811321,14,14,7,35,23.11,48072,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2051","Dietetic Technicians",70,70,0,0,2,3,0,5,18.309999999999999,38080,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2052","Pharmacy Technicians",660,750,90,0.13636363636363635,23,31,9,63,17.41,36191,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2053","Psychiatric Technicians",210,240,30,0.14285714285714285,7,10,2,19,30.99,64472,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2055","Surgical Technologists",250,280,30,0.12,8,12,3,23,29.3,60938,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2056","Veterinary Technologists and Technicians",300,420,120,0.4,12,16,12,40,18.93,39360,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2057","Ophthalmic Medical Technicians",50,60,10,0.2,2,2,1,5,21.39,44488,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",1100,1400,300,0.27272727272727271,44,43,30,117,26.31,54713,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2071","Medical Records and Health Information Technicians",420,500,80,0.19047619047619047,14,14,8,36,19.87,41330,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2081","Opticians, Dispensing",160,190,30,0.1875,6,6,3,15,19.940000000000001,41482,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-2099","Health Technologists and Technicians, All Other",190,220,30,0.15789473684210525,6,7,3,16,18.41,38293,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-9011","Occupational Health and Safety Specialists",130,160,30,0.23076923076923078,3,4,2,9,0,0,"Bachelor's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"29-9099","Healthcare Practitioners and Technical Workers, All Other",60,60,0,0,1,2,1,4,28.16,58562,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-1011","Home Health Aides",620,900,280,0.45161290322580644,46,38,28,112,15.55,32340,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-1014","Nursing Assistants",1600,1830,230,0.14374999999999999,104,87,23,214,14.55,30272,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-1015","Orderlies",60,70,10,0.16666666666666666,4,3,1,8,18.010000000000002,37472,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-2011","Occupational Therapy Assistants",50,60,10,0.2,3,4,2,9,35.26,73330,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-2021","Physical Therapist Assistants",160,220,60,0.375,8,14,6,28,25.41,52840,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-2022","Physical Therapist Aides",290,410,120,0.41379310344827586,15,26,12,53,14.18,29501,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9011","Massage Therapists",220,290,70,0.31818181818181818,16,9,7,32,27.08,56337,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9091","Dental Assistants",1070,1300,230,0.21495327102803738,61,68,23,152,20.86,43397,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9092","Medical Assistants",2350,3010,660,0.28085106382978725,118,165,66,349,17.579999999999998,36567,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9093","Medical Equipment Preparers",60,60,0,0,4,4,0,8,21.28,44272,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9095","Pharmacy Aides",150,160,10,6.6666666666666666E-2,10,10,1,21,14.86,30920,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",210,280,70,0.33333333333333331,14,23,7,44,15.97,33235,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9097","Phlebotomists",280,330,50,0.17857142857142858,13,18,6,37,22.39,46586,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"31-9099","Healthcare Support Workers, All Other",320,360,40,0.125,21,20,4,45,21.76,45239,"High school diploma or equivalent","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-1012","First-Line Supervisors of Police and Detectives",60,60,0,0,2,2,0,4,72.97,151783,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",100,90,-10,-0.1,4,5,-1,8,15.48,32196,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-2011","Firefighters",540,570,30,5.5555555555555552E-2,12,24,3,39,36.19,75254,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-3012","Correctional Officers and Jailers",170,160,-10,-5.8823529411764705E-2,6,7,-1,12,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-3021","Detectives and Criminal Investigators",90,90,0,0,2,3,0,5,61.76,128464,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-3051","Police and Sheriff's Patrol Officers",1380,1460,80,5.7971014492753624E-2,34,55,8,97,56.19,116892,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-9011","Animal Control Workers",50,60,10,0.2,2,3,1,6,20.85,43366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-9032","Security Guards",1500,1400,-100,-6.6666666666666666E-2,86,102,-10,178,13.35,27762,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-9091","Crossing Guards",150,170,20,0.13333333333333333,22,6,1,29,13.67,28441,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",440,520,80,0.18181818181818182,66,50,9,125,14.31,29758,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"33-9099","Protective Service Workers, All Other",350,380,30,8.5714285714285715E-2,50,38,3,91,17.309999999999999,36022,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-1011","Chefs and Head Cooks",260,320,60,0.23076923076923078,9,26,6,41,24.31,50556,"High school diploma or equivalent","≥5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",2370,2930,560,0.23628691983122363,119,252,56,427,17.309999999999999,36002,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2011","Cooks, Fast Food",1860,1990,130,6.9892473118279563E-2,113,154,12,279,11.44,23802,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2012","Cooks, Institution and Cafeteria",740,860,120,0.16216216216216217,47,64,11,122,16.29,33893,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2013","Cooks, Private Household",80,90,10,0.125,5,7,1,13,0,0,"Postsecondary non-degree award","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2014","Cooks, Restaurant",2330,2960,630,0.27038626609442062,155,212,62,429,14.11,29367,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2015","Cooks, Short Order",500,550,50,0.1,31,42,5,78,12.55,26117,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-2021","Food Preparation Workers",1940,2320,380,0.19587628865979381,170,184,38,392,11.76,24450,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-3011","Bartenders",1070,1220,150,0.14018691588785046,55,131,16,202,11.63,24183,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",7510,9850,2340,0.31158455392809586,769,804,234,1807,11.24,23380,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",1460,1750,290,0.19863013698630136,193,152,28,373,12.62,26261,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-3031","Waiters and Waitresses",5610,6820,1210,0.21568627450980393,460,705,121,1286,12.09,25150,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-3041","Food Servers, Nonrestaurant",510,620,110,0.21568627450980393,43,40,11,94,11.74,24419,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",1780,2110,330,0.1853932584269663,173,154,33,360,11.49,23905,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-9021","Dishwashers",2000,2350,350,0.17499999999999999,161,173,35,369,11.28,23463,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",1030,1240,210,0.20388349514563106,131,124,21,276,11.14,23175,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",370,420,50,0.13513513513513514,20,24,5,49,18.39,38264,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",610,720,110,0.18032786885245902,22,40,10,72,19.600000000000001,40764,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",3570,4090,520,0.14565826330532214,249,241,52,542,13.92,28956,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-2012","Maids and Housekeeping Cleaners",1690,1870,180,0.10650887573964497,132,99,17,248,12.24,25458,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-2021","Pest Control Workers",210,230,20,9.5238095238095233E-2,8,21,2,31,21.93,45609,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"37-3011","Landscaping and Groundskeeping Workers",4610,5340,730,0.15835140997830802,232,355,72,659,14.22,29562,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-1021","First-Line Supervisors of Personal Service Workers",470,580,110,0.23404255319148937,25,24,10,59,17.88,37174,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-2021","Nonfarm Animal Caretakers",330,420,90,0.27272727272727271,26,30,9,65,12.31,25602,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-3019","Gaming Service Workers, All Other",80,140,60,0.75,6,10,6,22,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-3091","Amusement and Recreation Attendants",690,870,180,0.2608695652173913,82,93,18,193,11.59,24121,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-4021","Funeral Attendants",60,70,10,0.16666666666666666,6,4,1,11,12.62,26250,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-5092","Manicurists and Pedicurists",640,770,130,0.203125,42,36,14,92,11.62,24172,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-6012","Concierges",70,90,20,0.2857142857142857,4,7,2,13,13.92,28935,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-9011","Childcare Workers",2800,3250,450,0.16071428571428573,247,187,45,479,12.86,26754,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-9021","Personal Care Aides",5070,6880,1810,0.35700197238658776,477,359,181,1017,11.74,24419,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-9031","Fitness Trainers and Aerobics Instructors",1030,1340,310,0.30097087378640774,78,119,31,228,27.36,56924,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-9032","Recreation Workers",780,1010,230,0.29487179487179488,59,90,23,172,12.97,26981,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"39-9041","Residential Advisors",150,170,20,0.13333333333333333,11,16,2,29,16.46,34222,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-1011","First-Line Supervisors of Retail Sales Workers",4060,4700,640,0.15763546798029557,162,295,64,521,20.45,42551,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",720,810,90,0.125,26,43,9,78,28.98,60278,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-2011","Cashiers",9080,10080,1000,0.11013215859030837,899,878,100,1877,11.77,24483,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-2021","Counter and Rental Clerks",1870,2090,220,0.11764705882352941,104,145,22,271,12.65,26332,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-2022","Parts Salespersons",560,640,80,0.14285714285714285,26,47,9,82,15.27,31766,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-2031","Retail Salespersons",11430,13070,1640,0.14348206474190725,775,972,164,1911,12.08,25123,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-3011","Advertising Sales Agents",190,180,-10,-5.2631578947368418E-2,7,16,-1,22,25.96,53997,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-3021","Insurance Sales Agents",1110,1120,10,9.0090090090090089E-3,45,60,1,106,30.21,62840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-3031","Securities, Commodities, and Financial Services Sales Agents",720,760,40,5.5555555555555552E-2,19,49,4,72,24.24,50412,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-3041","Travel Agents",150,170,20,0.13333333333333333,8,10,2,20,20.85,43357,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-3099","Sales Representatives, Services, All Other",1530,1890,360,0.23529411764705882,54,147,36,237,27.13,56435,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",670,830,160,0.23880597014925373,25,50,16,91,35.28,73366,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",2910,3340,430,0.14776632302405499,103,209,43,355,28.99,60298,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9021","Real Estate Brokers",350,440,90,0.25714285714285712,20,16,9,45,0,0,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9022","Real Estate Sales Agents",210,260,50,0.23809523809523808,12,9,5,26,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9031","Sales Engineers",120,140,20,0.16666666666666666,3,10,2,15,41.88,87116,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9041","Telemarketers",200,210,10,0.05,12,19,1,32,22.59,46993,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",220,300,80,0.36363636363636365,17,10,8,35,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"41-9099","Sales and Related Workers, All Other",410,530,120,0.29268292682926828,25,36,12,73,16.91,35185,"High school diploma or equivalent","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",3230,3530,300,9.2879256965944276E-2,131,195,30,356,27.46,57127,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-2011","Switchboard Operators, Including Answering Service",250,240,-10,-0.04,16,16,-2,30,21.66,45048,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3011","Bill and Account Collectors",550,560,10,1.8181818181818181E-2,21,36,1,58,20.420000000000002,42469,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3021","Billing and Posting Clerks",940,1100,160,0.1702127659574468,44,56,16,116,20.34,42315,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",4460,4670,210,4.708520179372197E-2,283,219,21,523,23.4,48672,"Some college, no degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3051","Payroll and Timekeeping Clerks",550,570,20,3.6363636363636362E-2,24,31,2,57,21.96,45673,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3061","Procurement Clerks",130,130,0,0,6,8,0,14,22.56,46921,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3071","Tellers",880,790,-90,-0.10227272727272728,43,54,-9,88,15.59,32417,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-3099","Financial Clerks, All Other",270,300,30,0.1111111111111111,11,19,2,32,19.91,41415,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4011","Brokerage Clerks",110,110,0,0,3,8,1,12,27.08,56339,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4031","Court, Municipal, and License Clerks",100,110,10,0.1,5,4,0,9,22.26,46307,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4041","Credit Authorizers, Checkers, and Clerks",50,50,0,0,2,3,0,5,22.48,46758,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4051","Customer Service Representatives",3610,4010,400,0.11080332409972299,195,286,40,521,17.27,35928,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4061","Eligibility Interviewers, Government Programs",60,60,0,0,2,3,1,6,27.46,57127,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4071","File Clerks",460,430,-30,-6.5217391304347824E-2,27,27,-3,51,14.5,30165,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4081","Hotel, Motel, and Resort Desk Clerks",320,360,40,0.125,19,34,4,57,12.46,25917,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4111","Interviewers, Except Eligibility and Loan",230,250,20,8.6956521739130432E-2,13,15,3,31,18.55,38579,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4121","Library Assistants, Clerical",310,340,30,9.6774193548387094E-2,26,20,4,50,15.61,32468,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4131","Loan Interviewers and Clerks",1040,1150,110,0.10576923076923077,39,63,12,114,26.69,55509,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4141","New Accounts Clerks",120,110,-10,-8.3333333333333329E-2,5,7,-1,11,19.149999999999999,39848,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4151","Order Clerks",590,650,60,0.10169491525423729,29,40,6,75,18.34,38160,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4161","Human Resources Assistants, Except Payroll and Timekeeping",340,380,40,0.11764705882352941,15,24,5,44,20.98,43646,"Associate's degree","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4171","Receptionists and Information Clerks",2330,2640,310,0.13304721030042918,154,165,30,349,15.63,32509,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",80,100,20,0.25,4,6,2,12,19.920000000000002,41425,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-4199","Information and Record Clerks, All Other",350,370,20,5.7142857142857141E-2,18,23,2,43,21.3,44311,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5011","Cargo and Freight Agents",50,60,10,0.2,2,3,1,6,23.06,47955,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5021","Couriers and Messengers",290,350,60,0.20689655172413793,15,14,6,35,13.82,28753,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5031","Police, Fire, and Ambulance Dispatchers",100,110,10,0.1,4,5,1,10,31.35,65213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",370,380,10,2.7027027027027029E-2,13,20,2,35,18.25,37965,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5051","Postal Service Clerks",140,140,0,0,7,4,0,11,28.82,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5052","Postal Service Mail Carriers",700,710,10,1.4285714285714285E-2,27,20,1,48,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5061","Production, Planning, and Expediting Clerks",820,930,110,0.13414634146341464,30,57,10,97,24.06,50043,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5071","Shipping, Receiving, and Traffic Clerks",1730,1900,170,9.8265895953757232E-2,71,108,17,196,15.97,33226,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5081","Stock Clerks and Order Fillers",4990,5800,810,0.16232464929859719,295,384,81,760,12.31,25610,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",90,100,10,0.1111111111111111,4,5,1,10,17.350000000000001,36092,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",1510,1280,-230,-0.15231788079470199,75,73,-23,125,32.24,67056,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-6012","Legal Secretaries",400,360,-40,-0.1,20,20,-4,36,27.9,58038,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-6013","Medical Secretaries",1540,1900,360,0.23376623376623376,93,90,36,219,20.16,41937,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",4840,4860,20,4.1322314049586778E-3,261,254,2,517,18.91,39337,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9011","Computer Operators",170,140,-30,-0.17647058823529413,6,9,-2,13,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9021","Data Entry Keyers",640,560,-80,-0.125,31,39,-8,62,16.64,34618,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9022","Word Processors and Typists",100,70,-30,-0.3,6,4,-3,7,22.85,47525,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9031","Desktop Publishers",50,30,-20,-0.4,2,3,-1,4,26,54087,"Associate's degree","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9041","Insurance Claims and Policy Processing Clerks",890,910,20,2.247191011235955E-2,38,51,2,91,18.52,38518,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",90,90,0,0,5,5,1,11,13.72,28528,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9061","Office Clerks, General",5940,6120,180,3.0303030303030304E-2,354,345,18,717,17.670000000000002,36747,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9071","Office Machine Operators, Except Computer",60,50,-10,-0.16666666666666666,2,4,-1,5,20.100000000000001,41804,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"43-9199","Office and Administrative Support Workers, All Other",510,550,40,7.8431372549019607E-2,23,34,3,60,19.22,39971,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",710,770,60,8.4507042253521125E-2,24,73,7,104,23.48,48837,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-2011","Agricultural Inspectors",50,50,0,0,2,5,0,7,24.82,51616,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-2041","Graders and Sorters, Agricultural Products",650,690,40,6.1538461538461542E-2,27,63,4,94,11.49,23889,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",15330,16360,1030,6.718851924331376E-2,580,1806,103,2489,11.44,23808,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",250,240,-10,-0.04,9,28,0,37,14.33,29813,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-2099","Agricultural Workers, All Other",60,60,0,0,2,7,1,10,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"45-4011","Forest and Conservation Workers",90,80,-10,-0.1111111111111111,4,10,-1,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",920,1200,280,0.30434782608695654,34,67,28,129,37.64,78294,"High school diploma or equivalent","≥5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2021","Brickmasons and Blockmasons",240,380,140,0.58333333333333337,9,17,13,39,36.49,75902,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2031","Carpenters",2500,3310,810,0.32400000000000001,100,161,81,342,25.97,54018,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2044","Tile and Marble Setters",180,250,70,0.3888888888888889,7,11,7,25,18.7,38892,"No formal educational credential","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2051","Cement Masons and Concrete Finishers",500,670,170,0.34,22,40,18,80,26.81,55758,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2061","Construction Laborers",2400,3180,780,0.32500000000000001,97,184,78,359,18.920000000000002,39350,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",700,920,220,0.31428571428571428,31,57,21,109,31.42,65346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2081","Drywall and Ceiling Tile Installers",390,500,110,0.28205128205128205,14,25,11,50,22.79,47391,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2082","Tapers",60,70,10,0.16666666666666666,2,4,1,7,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2111","Electricians",1080,1290,210,0.19444444444444445,41,88,21,150,27.27,56715,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2121","Glaziers",50,70,20,0.4,2,4,3,9,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2141","Painters, Construction and Maintenance",970,1200,230,0.23711340206185566,37,54,23,114,18.940000000000001,39401,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",1250,1580,330,0.26400000000000001,51,95,33,179,24.99,51972,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2161","Plasterers and Stucco Masons",240,290,50,0.20833333333333334,9,15,6,30,21.1,43890,"No formal educational credential","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2181","Roofers",330,510,180,0.54545454545454541,12,28,18,58,25.84,53753,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-2211","Sheet Metal Workers",350,430,80,0.22857142857142856,13,27,8,48,22.93,47707,"High school diploma or equivalent","None","Apprenticeship"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-3019","Helpers, Construction Trades, All Other",50,70,20,0.4,3,6,2,11,16.440000000000001,34200,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-4011","Construction and Building Inspectors",200,220,20,0.1,10,12,2,24,37.69,78395,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-4031","Fence Erectors",80,120,40,0.5,3,7,3,13,20.399999999999999,42434,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-4041","Hazardous Materials Removal Workers",70,110,40,0.5714285714285714,4,7,4,15,17.27,35930,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-4051","Highway Maintenance Workers",70,70,0,0,3,4,0,7,25.84,53743,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"47-5013","Service Unit Operators, Oil, Gas, and Mining",60,100,40,0.66666666666666663,2,8,4,14,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",760,850,90,0.11842105263157894,26,42,9,77,37.020000000000003,76997,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-2011","Computer, Automated Teller, and Office Machine Repairers",380,400,20,5.2631578947368418E-2,13,25,2,40,17.12,35615,"Some college, no degree","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",860,990,130,0.15116279069767441,31,65,14,110,30.33,63095,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",80,90,10,0.125,2,5,0,7,30.81,64090,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-2097","Electronic Home Entertainment Equipment Installers and Repairers",70,70,0,0,3,5,0,8,13.14,27328,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-2098","Security and Fire Alarm Systems Installers",180,190,10,5.5555555555555552E-2,6,14,1,21,14.89,30974,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3011","Aircraft Mechanics and Service Technicians",150,180,30,0.2,5,7,2,14,29.49,61338,"Postsecondary non-degree award","None","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3021","Automotive Body and Related Repairers",360,410,50,0.1388888888888889,13,23,4,40,24.67,51315,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3023","Automotive Service Technicians and Mechanics",1740,1930,190,0.10919540229885058,58,111,19,188,19.579999999999998,40723,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",280,330,50,0.17857142857142858,9,17,5,31,25.12,52249,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",290,300,10,3.4482758620689655E-2,9,19,1,29,26.16,54412,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3051","Motorboat Mechanics and Service Technicians",80,100,20,0.25,4,5,2,11,23.9,49710,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-3093","Tire Repairers and Changers",450,530,80,0.17777777777777778,18,42,8,68,12.19,25337,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",70,80,10,0.14285714285714285,2,4,1,7,37.909999999999997,78846,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",590,720,130,0.22033898305084745,18,44,12,74,24.4,50756,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9041","Industrial Machinery Mechanics",340,350,10,2.9411764705882353E-2,12,18,1,31,28.6,59479,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9043","Maintenance Workers, Machinery",240,260,20,8.3333333333333329E-2,11,14,2,27,26.76,55651,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9051","Electrical Power-Line Installers and Repairers",290,330,40,0.13793103448275862,8,16,5,29,54.26,112856,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9052","Telecommunications Line Installers and Repairers",240,280,40,0.16666666666666666,6,19,4,29,34.68,72133,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9069","Precision Instrument and Equipment Repairers, All Other",50,50,0,0,2,2,0,4,29.69,61764,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9071","Maintenance and Repair Workers, General",2450,2710,260,0.10612244897959183,105,143,26,274,21.09,43871,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",160,180,20,0.125,8,13,2,23,14.21,29552,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",250,300,50,0.2,10,16,5,31,21.05,43790,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-1011","First-Line Supervisors of Production and Operating Workers",1010,1070,60,5.9405940594059403E-2,33,66,5,104,31.66,65855,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-2021","Coil Winders, Tapers, and Finishers",80,60,-20,-0.25,4,4,-2,6,11.55,24012,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-2022","Electrical and Electronic Equipment Assemblers",1460,1160,-300,-0.20547945205479451,66,85,-30,121,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-2023","Electromechanical Equipment Assemblers",110,100,-10,-9.0909090909090912E-2,5,7,-2,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-2092","Team Assemblers",1930,1700,-230,-0.11917098445595854,78,131,-23,186,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-2099","Assemblers and Fabricators, All Other",550,510,-40,-7.2727272727272724E-2,23,39,-4,58,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-3011","Bakers",410,490,80,0.1951219512195122,29,34,8,71,13.67,28434,"No formal educational credential","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-3021","Butchers and Meat Cutters",290,360,70,0.2413793103448276,15,25,7,47,14.57,30307,"No formal educational credential","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-3092","Food Batchmakers",160,160,0,0,9,14,1,24,13.54,28168,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",320,320,0,0,9,23,0,32,22.68,47186,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",50,60,10,0.2,2,4,1,7,28.02,58301,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",90,70,-20,-0.22222222222222221,2,6,-2,6,11.75,24442,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",300,300,0,0,11,23,0,34,17.29,35947,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",50,50,0,0,2,3,0,5,17.850000000000001,37124,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",410,420,10,2.4390243902439025E-2,14,29,1,44,15.19,31587,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",70,60,-10,-0.14285714285714285,2,4,-1,5,14.62,30410,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4041","Machinists",1040,1080,40,3.8461538461538464E-2,37,69,4,110,20.72,43102,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",110,90,-20,-0.18181818181818182,4,7,-2,9,12.01,24975,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4111","Tool and Die Makers",100,110,10,0.1,4,6,0,10,24.52,51003,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4121","Welders, Cutters, Solderers, and Brazers",740,830,90,0.12162162162162163,21,61,10,92,18.5,38465,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4122","Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",110,90,-20,-0.18181818181818182,3,8,-2,9,18.28,38025,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-4193","Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic",100,90,-10,-0.1,2,7,-1,8,12.11,25190,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-5112","Printing Press Operators",430,400,-30,-6.9767441860465115E-2,16,27,-2,41,13.59,28270,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-5113","Print Binding and Finishing Workers",60,60,0,0,4,3,0,7,17.73,36868,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-6011","Laundry and Dry-Cleaning Workers",260,240,-20,-7.6923076923076927E-2,17,17,-2,32,11.74,24422,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-6031","Sewing Machine Operators",220,170,-50,-0.22727272727272727,11,9,-5,15,12.65,26326,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-6052","Tailors, Dressmakers, and Custom Sewers",60,60,0,0,5,2,0,7,22.21,46193,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-7011","Cabinetmakers and Bench Carpenters",250,260,10,0.04,12,14,1,27,14.41,29980,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",70,80,10,0.14285714285714285,3,6,1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",60,80,20,0.33333333333333331,3,5,1,9,16.14,33583,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-8013","Power Plant Operators",60,70,10,0.16666666666666666,2,4,0,6,41.52,86346,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-8021","Stationary Engineers and Boiler Operators",110,120,10,9.0909090909090912E-2,4,8,1,13,37.96,78956,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",420,400,-20,-4.7619047619047616E-2,12,22,-2,32,32.69,68005,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",210,180,-30,-0.14285714285714285,4,14,-3,15,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",180,210,30,0.16666666666666666,5,15,3,23,17.04,35445,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",200,250,50,0.25,8,17,6,31,11.87,24688,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9022","Grinding and Polishing Workers, Hand",120,110,-10,-8.3333333333333329E-2,4,8,-1,11,12.85,26715,"No formal educational credential","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",620,680,60,9.6774193548387094E-2,23,49,6,78,12.15,25261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",90,100,10,0.1111111111111111,3,7,1,11,14,29130,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",1340,1200,-140,-0.1044776119402985,53,97,-14,136,19.489999999999998,40532,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9083","Ophthalmic Laboratory Technicians",90,110,20,0.22222222222222221,4,7,1,12,22.8,47431,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9111","Packaging and Filling Machine Operators and Tenders",1030,1240,210,0.20388349514563106,54,75,21,150,12.77,26571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",170,200,30,0.17647058823529413,5,14,3,22,15.61,32467,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9151","Photographic Process Workers and Processing Machine Operators",50,40,-10,-0.2,2,5,-1,6,18.850000000000001,39212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",180,210,30,0.16666666666666666,8,12,4,24,12.77,26571,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9196","Paper Goods Machine Setters, Operators, and Tenders",330,300,-30,-9.0909090909090912E-2,11,20,-2,29,25.03,52058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9198","Helpers--Production Workers",1410,1640,230,0.16312056737588654,82,145,24,251,12.29,25578,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"51-9199","Production Workers, All Other",520,570,50,9.6153846153846159E-2,21,40,6,67,12.42,25834,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",350,410,60,0.17142857142857143,12,26,6,44,0,0,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",310,350,40,0.12903225806451613,10,22,4,36,0,0,"High school diploma or equivalent","<5 years","None"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-2012","Commercial Pilots",220,250,30,0.13636363636363635,7,15,4,26,0,64148,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3021","Bus Drivers, Transit and Intercity",320,400,80,0.25,28,15,7,50,12.54,26093,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3022","Bus Drivers, School or Special Client",790,880,90,0.11392405063291139,65,34,9,108,15.87,33004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3031","Driver/Sales Workers",500,530,30,0.06,22,32,3,57,16.97,35297,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",2280,2530,250,0.10964912280701754,102,151,25,278,21.31,44325,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3033","Light Truck or Delivery Services Drivers",1950,2290,340,0.17435897435897435,90,133,34,257,15.81,32900,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-3041","Taxi Drivers and Chauffeurs",550,680,130,0.23636363636363636,36,25,13,74,12.51,26021,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-6021","Parking Lot Attendants",50,50,0,0,3,4,0,7,11.93,24812,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-6031","Automotive and Watercraft Service Attendants",110,120,10,9.0909090909090912E-2,6,13,1,20,15.02,31248,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7021","Crane and Tower Operators",60,70,10,0.16666666666666666,2,5,1,8,31.9,66358,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7051","Industrial Truck and Tractor Operators",1170,1410,240,0.20512820512820512,45,97,24,166,14.85,30886,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7061","Cleaners of Vehicles and Equipment",1180,1380,200,0.16949152542372881,66,111,20,197,11.7,24347,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",4760,5560,800,0.16806722689075632,256,441,80,777,12.87,26764,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7064","Packers and Packagers, Hand",1900,2090,190,0.1,135,163,18,316,11.69,24316,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7081","Refuse and Recyclable Material Collectors",240,280,40,0.16666666666666666,12,19,4,35,19.16,39852,"No formal educational credential","None","Short-term on-the-job training"]
["Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ",4,"53-7199","Material Moving Workers, All Other",300,350,50,0.16666666666666666,14,24,5,43,12.67,26362,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-1011","Chief Executives",120,120,0,0,3,5,0,8,88.66,184424,"Bachelor's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-1021","General and Operations Managers",700,780,80,0.11428571428571428,15,44,9,68,46.27,96244,"Bachelor's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-2022","Sales Managers",120,130,10,8.3333333333333329E-2,3,8,2,13,37.14,77240,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-3011","Administrative Services Managers",70,70,0,0,2,3,1,6,40.53,84302,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-3021","Computer and Information Systems Managers",30,30,0,0,0,2,1,3,66.08,137456,"Bachelor's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-3031","Financial Managers",90,110,20,0.22222222222222221,2,5,2,9,49.84,103663,"Bachelor's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-3051","Industrial Production Managers",40,40,0,0,1,2,0,3,36.19,75280,"Bachelor's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-3071","Transportation, Storage, and Distribution Managers",30,40,10,0.33333333333333331,1,2,1,4,41.11,85507,"High school diploma or equivalent","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9013","Farmers, Ranchers, and Other Agricultural Managers",1960,2190,230,0.11734693877551021,121,31,23,175,0,0,"High school diploma or equivalent","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9021","Construction Managers",100,110,10,0.1,2,5,1,8,46.18,96060,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9031","Education Administrators, Preschool and Childcare Center/Program",30,30,0,0,1,1,0,2,17.329999999999998,36038,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9032","Education Administrators, Elementary and Secondary School",120,130,10,8.3333333333333329E-2,4,6,1,11,0,133128,"Master's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9051","Food Service Managers",140,170,30,0.21428571428571427,5,12,3,20,20.239999999999998,42100,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9111","Medical and Health Services Managers",90,110,20,0.22222222222222221,3,5,2,10,58.74,122177,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9141","Property, Real Estate, and Community Association Managers",70,80,10,0.14285714285714285,3,2,1,6,28.27,58797,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9151","Social and Community Service Managers",30,30,0,0,1,2,1,4,37.450000000000003,77883,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"11-9199","Managers, All Other",140,160,20,0.14285714285714285,4,6,2,12,45.82,95294,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",80,90,10,0.125,2,5,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1031","Claims Adjusters, Examiners, and Investigators",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1041","Compliance Officers",50,50,0,0,1,2,0,3,38.24,79546,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1051","Cost Estimators",50,50,0,0,2,3,0,5,35.369999999999997,73566,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1071","Human Resources Specialists",110,120,10,9.0909090909090912E-2,3,7,1,11,27.41,57011,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1111","Management Analysts",210,240,30,0.14285714285714285,7,12,2,21,34.36,71484,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1151","Training and Development Specialists",40,40,0,0,1,3,0,4,46.61,96948,"Bachelor's degree","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1161","Market Research Analysts and Marketing Specialists",80,110,30,0.375,2,6,3,11,29.02,60349,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-1199","Business Operations Specialists, All Other",250,270,20,0.08,8,15,1,24,35.89,74658,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-2011","Accountants and Auditors",180,210,30,0.16666666666666666,6,11,3,20,29.16,60655,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-2031","Budget Analysts",40,40,0,0,1,2,0,3,32.950000000000003,68524,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-2072","Loan Officers",80,80,0,0,2,4,1,7,52.7,109634,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"13-2082","Tax Preparers",50,60,10,0.2,3,3,1,7,17.54,36497,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"15-1121","Computer Systems Analysts",70,90,20,0.2857142857142857,2,4,1,7,0,0,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"15-1142","Network and Computer Systems Administrators",40,50,10,0.25,1,2,1,4,49.1,102126,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"15-1151","Computer User Support Specialists",60,70,10,0.16666666666666666,1,4,1,6,22.05,45848,"Some college, no degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"15-1199","Computer Occupations, All Other",60,60,0,0,1,3,0,4,34.880000000000003,72565,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"17-1022","Surveyors",70,80,10,0.14285714285714285,2,3,1,6,0,0,"Bachelor's degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"17-2051","Civil Engineers",260,280,20,7.6923076923076927E-2,6,13,2,21,55.74,115936,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"17-2071","Electrical Engineers",30,30,0,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"17-3022","Civil Engineering Technicians",40,40,0,0,1,2,0,3,30.57,63568,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"19-3031","Clinical, Counseling, and School Psychologists",40,40,0,0,1,2,1,4,45.47,94571,"Doctoral or professional degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"19-3051","Urban and Regional Planners",60,70,10,0.16666666666666666,1,4,1,6,36.020000000000003,74921,"Master's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"19-3099","Social Scientists and Related Workers, All Other",100,100,0,0,3,6,0,9,36.03,74931,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"19-4093","Forest and Conservation Technicians",130,130,0,0,5,10,0,15,0,0,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1011","Substance Abuse and Behavioral Disorder Counselors",30,30,0,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1012","Educational, Guidance, School, and Vocational Counselors",70,80,10,0.14285714285714285,3,5,1,9,24.81,51596,"Master's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1014","Mental Health Counselors",90,110,20,0.22222222222222221,4,6,2,12,0,0,"Master's degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1019","Counselors, All Other",30,40,10,0.33333333333333331,1,2,0,3,0,0,"Master's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1021","Child, Family, and School Social Workers",50,50,0,0,2,3,0,5,26.65,55434,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1022","Healthcare Social Workers",30,30,0,0,1,2,0,3,38.97,81065,"Master's degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1029","Social Workers, All Other",50,50,0,0,2,3,0,5,29.69,61751,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1092","Probation Officers and Correctional Treatment Specialists",30,40,10,0.33333333333333331,1,2,0,3,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-1093","Social and Human Service Assistants",70,80,10,0.14285714285714285,4,6,1,11,28.46,59212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"21-2011","Clergy",100,100,0,0,5,6,0,11,15.08,31358,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"23-1011","Lawyers",60,60,0,0,1,1,1,3,58.01,120678,"Doctoral or professional degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"23-2011","Paralegals and Legal Assistants",30,40,10,0.33333333333333331,1,2,1,4,19.59,40751,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2011","Preschool Teachers, Except Special Education",280,300,20,7.1428571428571425E-2,12,15,2,29,14.01,29144,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2012","Kindergarten Teachers, Except Special Education",40,40,0,0,2,2,0,4,0,80496,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2021","Elementary School Teachers, Except Special Education",1050,1120,70,6.6666666666666666E-2,36,40,7,83,0,79582,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2031","Secondary School Teachers, Except Special and Career/Technical Education",420,450,30,7.1428571428571425E-2,13,16,3,32,0,75378,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2052","Special Education Teachers, Kindergarten and Elementary School",30,30,0,0,1,1,0,2,0,82954,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-2054","Special Education Teachers, Secondary School",50,50,0,0,2,2,0,4,0,58247,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-3021","Self-Enrichment Education Teachers",30,40,10,0.33333333333333331,2,2,1,5,18.95,39420,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",200,220,20,0.1,13,10,2,25,0,40273,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-3098","Substitute Teachers",790,860,70,8.8607594936708861E-2,50,39,6,95,18.16,37775,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-4031","Library Technicians",50,50,0,0,4,2,0,6,21.19,44081,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-9031","Instructional Coordinators",30,40,10,0.33333333333333331,2,1,0,3,38.01,79064,"Master's degree","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-9041","Teacher Assistants",640,680,40,6.25E-2,36,30,4,70,0,35095,"Some college, no degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"25-9099","Education, Training, and Library Workers, All Other",50,60,10,0.2,2,2,0,4,21.33,44386,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"27-2022","Coaches and Scouts",30,40,10,0.33333333333333331,2,2,1,5,0,24422,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"27-3031","Public Relations Specialists",40,50,10,0.25,1,3,0,4,33.51,69692,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"27-3091","Interpreters and Translators",30,30,0,0,1,1,0,2,22.38,46549,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1031","Dietitians and Nutritionists",30,40,10,0.33333333333333331,1,1,1,3,33.24,69133,"Bachelor's degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1051","Pharmacists",100,100,0,0,2,2,1,5,72.989999999999995,151823,"Doctoral or professional degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1062","Family and General Practitioners",30,40,10,0.33333333333333331,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1071","Physician Assistants",70,100,30,0.42857142857142855,1,3,2,6,58.08,120810,"Master's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1123","Physical Therapists",40,50,10,0.25,1,1,1,3,49.85,103689,"Doctoral or professional degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1127","Speech-Language Pathologists",30,30,0,0,0,1,0,1,42.62,88650,"Master's degree","None","Internship/residency"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1131","Veterinarians",30,40,10,0.33333333333333331,1,1,1,3,43.09,89615,"Doctoral or professional degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1141","Registered Nurses",950,1050,100,0.10526315789473684,28,22,10,60,0,0,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-1171","Nurse Practitioners",60,80,20,0.33333333333333331,1,2,2,5,58.96,122638,"Master's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2011","Medical and Clinical Laboratory Technologists",60,60,0,0,2,2,0,4,0,0,"Bachelor's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2012","Medical and Clinical Laboratory Technicians",110,110,0,0,3,3,1,7,0,0,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2021","Dental Hygienists",50,60,10,0.2,2,1,1,4,42.26,87909,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2034","Radiologic Technologists",70,70,0,0,2,2,1,5,0,0,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2041","Emergency Medical Technicians and Paramedics",100,120,20,0.2,2,5,2,9,22.83,47483,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2051","Dietetic Technicians",30,30,0,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2052","Pharmacy Technicians",140,170,30,0.21428571428571427,5,7,2,14,18.43,38334,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2056","Veterinary Technologists and Technicians",40,40,0,0,1,2,1,4,15.5,32231,"Associate's degree","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2061","Licensed Practical and Licensed Vocational Nurses",260,290,30,0.11538461538461539,10,9,3,22,28.34,58938,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"29-2071","Medical Records and Health Information Technicians",60,70,10,0.16666666666666666,2,2,1,5,24.14,50205,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-1014","Nursing Assistants",670,740,70,0.1044776119402985,43,36,8,87,18.3,38069,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-2022","Physical Therapist Aides",30,30,0,0,1,2,0,3,16.48,34273,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-9091","Dental Assistants",140,160,20,0.14285714285714285,8,8,2,18,19.760000000000002,41093,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-9092","Medical Assistants",280,350,70,0.25,14,19,7,40,17.66,36722,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-9096","Veterinary Assistants and Laboratory Animal Caretakers",50,60,10,0.2,3,5,1,9,12.79,26590,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"31-9099","Healthcare Support Workers, All Other",30,30,0,0,2,2,0,4,18.52,38511,"High school diploma or equivalent","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-1099","First-Line Supervisors of Protective Service Workers, All Other",30,40,10,0.33333333333333331,2,2,1,5,18.84,39201,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-2011","Firefighters",210,220,10,4.7619047619047616E-2,5,9,1,15,14.34,29830,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-3012","Correctional Officers and Jailers",90,80,-10,-0.1111111111111111,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-3051","Police and Sheriff's Patrol Officers",260,270,10,3.8461538461538464E-2,6,10,1,17,45.62,94900,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-9032","Security Guards",320,350,30,9.375E-2,20,24,4,48,11.97,24903,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-9091","Crossing Guards",60,60,0,0,8,2,0,10,13.91,28925,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",30,30,0,0,4,3,0,7,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"33-9099","Protective Service Workers, All Other",180,190,10,5.5555555555555552E-2,26,19,1,46,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-1012","First-Line Supervisors of Food Preparation and Serving Workers",250,300,50,0.2,12,27,5,44,15.48,32185,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-2011","Cooks, Fast Food",420,430,10,2.3809523809523808E-2,25,34,0,59,11.61,24152,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-2012","Cooks, Institution and Cafeteria",90,100,10,0.1111111111111111,6,8,1,15,16.55,34428,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-2014","Cooks, Restaurant",210,290,80,0.38095238095238093,15,20,8,43,13.61,28308,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-2021","Food Preparation Workers",310,350,40,0.12903225806451613,26,29,5,60,11.75,24440,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",1050,1280,230,0.21904761904761905,103,108,23,234,11.5,23915,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-3031","Waiters and Waitresses",610,790,180,0.29508196721311475,52,79,17,148,11.37,23648,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-3041","Food Servers, Nonrestaurant",60,100,40,0.66666666666666663,6,6,4,16,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"35-9021","Dishwashers",170,210,40,0.23529411764705882,14,15,4,33,10.89,22660,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",50,70,20,0.4,3,3,2,8,24.29,50526,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",60,70,10,0.16666666666666666,2,4,1,7,29.42,61182,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",670,820,150,0.22388059701492538,48,47,15,110,16.38,34057,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"37-2012","Maids and Housekeeping Cleaners",210,380,170,0.80952380952380953,22,16,17,55,12.77,26559,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"37-3011","Landscaping and Groundskeeping Workers",390,470,80,0.20512820512820512,20,31,8,59,14.38,29912,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-1021","First-Line Supervisors of Personal Service Workers",60,90,30,0.5,4,3,2,9,22.45,46699,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-2021","Nonfarm Animal Caretakers",50,60,10,0.2,4,5,1,10,11.59,24111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-3091","Amusement and Recreation Attendants",110,120,10,9.0909090909090912E-2,12,13,1,26,11.42,23740,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-5011","Barbers",80,100,20,0.25,4,4,2,10,0,0,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-5012","Hairdressers, Hairstylists, and Cosmetologists",160,200,40,0.25,12,9,4,25,12.06,25078,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-9011","Childcare Workers",430,480,50,0.11627906976744186,37,28,5,70,12.69,26394,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-9021","Personal Care Aides",2130,3130,1000,0.46948356807511737,210,158,99,467,11.59,24111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-9031","Fitness Trainers and Aerobics Instructors",160,180,20,0.125,11,17,2,30,23.28,48407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"39-9032","Recreation Workers",250,260,10,0.04,17,25,1,43,14.46,30077,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-1011","First-Line Supervisors of Retail Sales Workers",490,540,50,0.10204081632653061,19,35,5,59,19.309999999999999,40165,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-1012","First-Line Supervisors of Non-Retail Sales Workers",130,140,10,7.6923076923076927E-2,4,8,1,13,30.44,63315,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-2011","Cashiers",1970,2030,60,3.0456852791878174E-2,188,183,6,377,11.79,24514,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-2021","Counter and Rental Clerks",260,280,20,7.6923076923076927E-2,14,20,2,36,12.16,25278,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-2022","Parts Salespersons",150,160,10,6.6666666666666666E-2,7,12,2,21,15.61,32458,"No formal educational credential","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-2031","Retail Salespersons",1150,1220,70,6.0869565217391307E-2,75,94,7,176,11.94,24845,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-3021","Insurance Sales Agents",90,110,20,0.22222222222222221,4,5,2,11,29.57,61486,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-3099","Sales Representatives, Services, All Other",330,330,0,0,10,28,0,38,19.11,39741,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",50,60,10,0.2,2,4,1,7,32.31,67209,"Bachelor's degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",310,330,20,6.4516129032258063E-2,10,21,2,33,18.64,38760,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-9022","Real Estate Sales Agents",120,140,20,0.16666666666666666,7,5,2,14,36.6,76135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"41-9099","Sales and Related Workers, All Other",40,50,10,0.25,2,3,1,6,12.64,26301,"High school diploma or equivalent","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-1011","First-Line Supervisors of Office and Administrative Support Workers",440,460,20,4.5454545454545456E-2,17,26,2,45,24.55,51047,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3011","Bill and Account Collectors",30,30,0,0,1,2,0,3,19.84,41261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3021","Billing and Posting Clerks",250,320,70,0.28000000000000003,12,16,7,35,18.61,38702,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3031","Bookkeeping, Accounting, and Auditing Clerks",700,730,30,4.2857142857142858E-2,44,34,3,81,16.79,34904,"Some college, no degree","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3051","Payroll and Timekeeping Clerks",50,50,0,0,2,3,0,5,22.97,47771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3061","Procurement Clerks",60,60,0,0,2,4,0,6,22.43,46655,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-3071","Tellers",200,180,-20,-0.1,10,12,-2,20,14.35,29848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4031","Court, Municipal, and License Clerks",100,100,0,0,4,4,0,8,22.93,47689,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4051","Customer Service Representatives",230,270,40,0.17391304347826086,13,19,4,36,17.54,36501,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4061","Eligibility Interviewers, Government Programs",130,130,0,0,5,6,1,12,22.23,46256,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4121","Library Assistants, Clerical",70,70,0,0,5,4,0,9,17.37,36133,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4131","Loan Interviewers and Clerks",80,80,0,0,3,5,0,8,18.8,39111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4171","Receptionists and Information Clerks",340,370,30,8.8235294117647065E-2,22,24,3,49,13.57,28241,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-4199","Information and Record Clerks, All Other",90,90,0,0,4,6,0,10,22.67,47167,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5032","Dispatchers, Except Police, Fire, and Ambulance",130,130,0,0,4,7,0,11,21.39,44506,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5051","Postal Service Clerks",50,50,0,0,2,1,0,3,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5052","Postal Service Mail Carriers",120,130,10,8.3333333333333329E-2,5,4,0,9,22.47,46737,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5061","Production, Planning, and Expediting Clerks",60,70,10,0.16666666666666666,2,4,1,7,15.67,32601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5071","Shipping, Receiving, and Traffic Clerks",190,210,20,0.10526315789473684,8,12,2,22,16.14,33574,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5081","Stock Clerks and Order Fillers",510,580,70,0.13725490196078433,30,39,7,76,11.9,24761,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",30,40,10,0.33333333333333331,1,2,0,3,14.09,29326,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-6011","Executive Secretaries and Executive Administrative Assistants",180,150,-30,-0.16666666666666666,9,8,-3,14,26.05,54179,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-6012","Legal Secretaries",60,50,-10,-0.16666666666666666,3,3,-1,5,15.16,31537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-6013","Medical Secretaries",220,250,30,0.13636363636363635,13,12,3,28,18.68,38845,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",800,780,-20,-2.5000000000000001E-2,42,41,-2,81,16.95,35253,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-9041","Insurance Claims and Policy Processing Clerks",70,90,20,0.2857142857142857,3,4,1,8,23.45,48784,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"43-9061","Office Clerks, General",890,900,10,1.1235955056179775E-2,52,51,0,103,16.66,34659,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",3190,3550,360,0.11285266457680251,123,384,36,543,11.25,23401,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"45-2099","Agricultural Workers, All Other",50,60,10,0.2,2,6,1,9,12.66,26342,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",150,160,10,6.6666666666666666E-2,5,10,2,17,34.85,72492,"High school diploma or equivalent","≥5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2031","Carpenters",190,210,20,0.10526315789473684,7,11,2,20,26.82,55789,"High school diploma or equivalent","None","Apprenticeship"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2051","Cement Masons and Concrete Finishers",80,100,20,0.25,3,6,3,12,23.16,48175,"No formal educational credential","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2061","Construction Laborers",250,290,40,0.16,9,18,4,31,21.67,45081,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2073","Operating Engineers and Other Construction Equipment Operators",110,130,20,0.18181818181818182,5,8,2,15,25.33,52684,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2111","Electricians",130,130,0,0,5,10,0,15,31.93,66415,"High school diploma or equivalent","None","Apprenticeship"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2151","Pipelayers",50,50,0,0,2,3,0,5,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2152","Plumbers, Pipefitters, and Steamfitters",140,140,0,0,5,9,0,14,31.44,65397,"High school diploma or equivalent","None","Apprenticeship"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-2211","Sheet Metal Workers",50,50,0,0,2,3,-1,4,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-4011","Construction and Building Inspectors",40,40,0,0,2,2,0,4,30.72,63891,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-4051","Highway Maintenance Workers",50,50,0,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"47-5021","Earth Drillers, Except Oil and Gas",40,30,-10,-0.25,1,3,0,4,23.65,49203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",170,190,20,0.11764705882352941,6,9,1,16,34.049999999999997,70813,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-2011","Computer, Automated Teller, and Office Machine Repairers",60,50,-10,-0.16666666666666666,2,4,0,6,18.29,38042,"Some college, no degree","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",50,50,0,0,1,3,0,4,30.03,62455,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-3011","Aircraft Mechanics and Service Technicians",90,90,0,0,3,4,1,8,29.95,62303,"Postsecondary non-degree award","None","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-3021","Automotive Body and Related Repairers",60,70,10,0.16666666666666666,2,4,0,6,22.3,46379,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-3023","Automotive Service Technicians and Mechanics",260,280,20,7.6923076923076927E-2,8,16,2,26,21.02,43729,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-3041","Farm Equipment Mechanics and Service Technicians",80,90,10,0.125,3,5,1,9,18.760000000000002,39027,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-3042","Mobile Heavy Equipment Mechanics, Except Engines",130,150,20,0.15384615384615385,4,9,1,14,26.47,55062,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",30,30,0,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",110,100,-10,-9.0909090909090912E-2,3,7,0,10,22.99,47821,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9041","Industrial Machinery Mechanics",160,190,30,0.1875,6,9,3,18,25,52005,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9043","Maintenance Workers, Machinery",50,50,0,0,2,3,0,5,16.82,34985,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9071","Maintenance and Repair Workers, General",410,480,70,0.17073170731707318,18,25,8,51,19,39514,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9098","Helpers--Installation, Maintenance, and Repair Workers",40,40,0,0,2,3,0,5,13.7,28506,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"49-9099","Installation, Maintenance, and Repair Workers, All Other",30,40,10,0.33333333333333331,1,2,0,3,14.45,30060,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-1011","First-Line Supervisors of Production and Operating Workers",120,130,10,8.3333333333333329E-2,4,8,2,14,27.88,57984,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-2092","Team Assemblers",220,230,10,4.5454545454545456E-2,10,16,1,27,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-3011","Bakers",30,40,10,0.33333333333333331,2,2,1,5,14.48,30133,"No formal educational credential","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-3099","Food Processing Workers, All Other",30,30,0,0,1,2,0,3,12.11,25190,"No formal educational credential","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-4041","Machinists",120,120,0,0,4,8,1,13,18.16,37779,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-4121","Welders, Cutters, Solderers, and Brazers",160,170,10,6.25E-2,4,13,1,18,17.96,37370,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-8031","Water and Wastewater Treatment Plant and System Operators",110,110,0,0,3,6,0,9,29.02,60348,"High school diploma or equivalent","None","Long-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",60,50,-10,-0.16666666666666666,2,4,0,6,16.03,33337,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",40,40,0,0,2,3,0,5,18.88,39284,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-9111","Packaging and Filling Machine Operators and Tenders",170,200,30,0.17647058823529413,9,12,2,23,11.67,24279,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"51-9198","Helpers--Production Workers",30,30,0,0,2,3,0,5,14.49,30143,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",40,50,10,0.25,1,3,1,5,0,0,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",60,80,20,0.33333333333333331,2,5,2,9,0,0,"High school diploma or equivalent","<5 years","None"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-3021","Bus Drivers, Transit and Intercity",60,60,0,0,5,2,1,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-3022","Bus Drivers, School or Special Client",90,90,0,0,7,4,0,11,16.03,33334,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-3031","Driver/Sales Workers",70,80,10,0.14285714285714285,3,5,1,9,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-3032","Heavy and Tractor-Trailer Truck Drivers",830,920,90,0.10843373493975904,37,55,9,101,21.74,45224,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-3033","Light Truck or Delivery Services Drivers",310,350,40,0.12903225806451613,14,21,4,39,16.23,33747,"High school diploma or equivalent","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-6031","Automotive and Watercraft Service Attendants",100,110,10,0.1,6,11,1,18,12.63,26279,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-7051","Industrial Truck and Tractor Operators",170,230,60,0.35294117647058826,7,15,6,28,18.23,37921,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-7061","Cleaners of Vehicles and Equipment",140,160,20,0.14285714285714285,8,13,2,23,11.49,23903,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-7062","Laborers and Freight, Stock, and Material Movers, Hand",560,630,70,0.125,29,51,7,87,13.87,28851,"No formal educational credential","None","Short-term on-the-job training"]
["Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area",4,"53-7064","Packers and Packagers, Hand",120,130,10,8.3333333333333329E-2,9,10,1,20,10.9,22663,"No formal educational credential","None","Short-term on-the-job training"]

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["SOC Code**","Occupational Title","2-Digit SOC","Major Occupation Group","6-Digit SOC Codes","Counties","Region","SubRegion","Skill","Base Year Employment Estimate 2016***","Projected Year Employment Estimate 2026","Numeric Change 2016-2026 [1]","Percent-age Change 2016-2026","Annual Change 2016-2026","2016-2018 Change","2018 Base","2018-2023 Change","2023 Projection","% Change 2018-23","Average Annaul Exits","Average Annual Transfers ","Average Annual Numeric Change","Average Annual Job Openings","2018 Q1 Median Hourly","2018 Q1 Median Annual","Entry Level Education","Work Experience","On-the-Job Training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2900,2910,10,3.4482758620689655E-3,1,2,2902,5,2907,1.7229496898690559E-3,84,119,1,204,0,0,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",19280,21910,2630,0.13641078838174273,263,526,19806,1315,21121,6.6394022013531256E-2,427,1228,263,1918,60.64,126137,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,5,-1,7,0,63237,"Bachelor's degree","<5 years","None"]
["11-2011","Advertising and Promotions Managers",11,"Management Occupations","11-2011 (Advertising and Promotions Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,6,16,2,24,55.04,114482,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2830,3380,550,0.19434628975265017,55,110,2940,275,3215,9.3537414965986401E-2,70,188,55,313,75.55,157133,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",5110,5850,740,0.14481409001956946,74,148,5258,370,5628,7.0368961582350703E-2,124,332,74,530,64.760000000000005,134690,"Bachelor's degree","<5 years","None"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",660,740,80,0.12121212121212122,8,16,676,40,716,5.9171597633136092E-2,16,40,8,64,71.98,149724,"Bachelor's degree","≥5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2970,3490,520,0.17508417508417509,52,104,3074,260,3334,8.4580351333767081E-2,97,158,52,307,54.07,112471,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",3810,4560,750,0.19685039370078741,75,150,3960,375,4335,9.4696969696969696E-2,74,228,76,378,78.38,163032,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",5540,6910,1370,0.24729241877256317,137,274,5814,685,6499,0.11781905744754043,143,308,136,587,69.75,145070,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1580,1760,180,0.11392405063291139,18,36,1616,90,1706,5.5693069306930694E-2,39,76,18,133,51.7,107542,"Bachelor's degree","≥5 years","None"]
["11-3061","Purchasing Managers",11,"Management Occupations","11-3061 (Purchasing Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",640,760,120,0.1875,12,24,664,60,724,9.036144578313253E-2,20,34,12,66,62.28,129546,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1230,1320,90,7.3170731707317069E-2,9,18,1248,45,1293,3.6057692307692304E-2,29,66,8,103,59.26,123249,"High school diploma or equivalent","≥5 years","None"]
["11-3111","Compensation and Benefits Managers",11,"Management Occupations","11-3111 (Compensation and Benefits Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,3,7,1,11,66.59,138527,"Bachelor's degree","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1370,1600,230,0.16788321167883211,23,46,1416,115,1531,8.1214689265536724E-2,37,80,22,139,69.64,144845,"Bachelor's degree","≥5 years","None"]
["11-3131","Training and Development Managers",11,"Management Occupations","11-3131 (Training and Development Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,9,19,3,31,64.099999999999994,133333,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",880,740,-140,-0.15909090909090909,-14,-28,852,-70,782,-8.2159624413145546E-2,47,12,-14,45,41.07,85425,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4380,5240,860,0.19634703196347031,86,172,4552,430,4982,9.446397188049209E-2,110,214,86,410,55.79,116033,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1000,1010,10,0.01,1,2,1002,5,1007,4.9900199600798403E-3,28,46,1,75,24.87,51745,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1520,1670,150,9.8684210526315791E-2,15,30,1550,75,1625,4.8387096774193547E-2,45,73,15,133,0,128403,"Master's degree","≥5 years","None"]
["11-9033","Education Administrators, Postsecondary",11,"Management Occupations","11-9033 (Education Administrators, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",980,1010,30,3.0612244897959183E-2,3,6,986,15,1001,1.5212981744421906E-2,28,45,2,75,57.12,118809,"Master's degree","<5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",460,510,50,0.10869565217391304,5,10,470,25,495,5.3191489361702128E-2,14,22,5,41,35.75,74372,"Bachelor's degree","<5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2720,3130,410,0.15073529411764705,41,82,2802,205,3007,7.3162027123483228E-2,59,140,41,240,83.3,173259,"Bachelor's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3940,4460,520,0.13197969543147209,52,104,4044,260,4304,6.4292779426310578E-2,133,310,52,495,19.25,40049,"High school diploma or equivalent","<5 years","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,8,15,2,25,31.2,64890,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2820,3840,1020,0.36170212765957449,102,204,3024,510,3534,0.16865079365079366,90,162,102,354,55.28,114982,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3140,3140,0,0,0,0,3140,0,3140,0,130,105,-1,234,40.72,84700,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1920,2200,280,0.14583333333333334,28,56,1976,140,2116,7.08502024291498E-2,68,108,28,204,32.31,67217,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",8770,10210,1440,0.16419612314709237,144,288,9058,720,9778,7.9487745639213958E-2,257,398,144,799,69.709999999999994,144998,"Bachelor's degree","<5 years","None"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,3,4,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2500,2240,-260,-0.104,-26,-52,2448,-130,2318,-5.3104575163398691E-2,59,132,-25,166,40.200000000000003,83629,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",3200,3430,230,7.1874999999999994E-2,23,46,3246,115,3361,3.542821934688848E-2,93,167,22,282,43.66,90814,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2750,3180,430,0.15636363636363637,43,86,2836,215,3051,7.5811001410437229E-2,93,192,43,328,38.630000000000003,80342,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",4560,5140,580,0.12719298245614036,58,116,4676,290,4966,6.2018819503849444E-2,141,319,58,518,36.44,75791,"Bachelor's degree","None","None"]
["13-1075","Labor Relations Specialists",13,"Business and Financial Operations Occupations","13-1075 (Labor Relations Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",960,1070,110,0.11458333333333333,11,22,982,55,1037,5.6008146639511203E-2,29,67,12,108,47.21,98203,"Bachelor's degree","<5 years","None"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1100,1290,190,0.17272727272727273,19,38,1138,95,1233,8.347978910369068E-2,29,84,20,133,38.04,79118,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",8290,9490,1200,0.14475271411338964,120,240,8530,600,9130,7.0339976553341149E-2,286,459,120,865,47.22,98224,"Bachelor's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1020,1190,170,0.16666666666666666,17,34,1054,85,1139,8.0645161290322578E-2,42,83,16,141,28.06,58359,"Bachelor's degree","None","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",650,760,110,0.16923076923076924,11,22,672,55,727,8.1845238095238096E-2,22,46,12,80,31.63,65799,"Bachelor's degree","None","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",740,840,100,0.13513513513513514,10,20,760,50,810,6.5789473684210523E-2,20,43,10,73,36.61,76138,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1890,2270,380,0.20105820105820105,38,76,1966,190,2156,9.6642929806714142E-2,64,134,38,236,42.4,88191,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",5890,7820,1930,0.32767402376910015,193,386,6276,965,7241,0.15376035691523263,182,470,192,844,33.729999999999997,70167,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",12040,13560,1520,0.12624584717607973,152,304,12344,760,13104,6.1568373298768631E-2,402,738,152,1292,39.200000000000003,81537,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",9790,10920,1130,0.11542390194075587,113,226,10016,565,10581,5.6409744408945688E-2,306,596,113,1015,38.19,79434,"Bachelor's degree","None","None"]
["13-2021","Appraisers and Assessors of Real Estate",13,"Business and Financial Operations Occupations","13-2021 (Appraisers and Assessors of Real Estate)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",510,500,-10,-1.9607843137254902E-2,-1,-2,508,-5,503,-9.8425196850393699E-3,18,15,-1,32,45.11,93825,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",390,410,20,5.128205128205128E-2,2,4,394,10,404,2.5380710659898477E-2,11,18,1,30,43.75,91018,"Bachelor's degree","None","None"]
["13-2041","Credit Analysts",13,"Business and Financial Operations Occupations","13-2041 (Credit Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",640,700,60,9.375E-2,6,12,652,30,682,4.6012269938650305E-2,15,38,6,59,42.76,88946,"Bachelor's degree","None","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",3070,3560,490,0.15960912052117263,49,98,3168,245,3413,7.7335858585858591E-2,66,208,48,322,48.03,99908,"Bachelor's degree","None","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2080,2380,300,0.14423076923076922,30,60,2140,150,2290,7.0093457943925228E-2,55,109,30,194,64.069999999999993,133271,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2053","Insurance Underwriters",13,"Business and Financial Operations Occupations","13-2053 (Insurance Underwriters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,8,17,3,28,33.26,69187,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2061","Financial Examiners",13,"Business and Financial Operations Occupations","13-2061 (Financial Examiners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,9,15,4,28,46.85,97438,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2071","Credit Counselors",13,"Business and Financial Operations Occupations","13-2071 (Credit Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,7,15,3,25,23.09,48010,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3020,3160,140,4.6357615894039736E-2,14,28,3048,70,3118,2.2965879265091863E-2,75,171,14,260,39,81118,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2081","Tax Examiners and Collectors, and Revenue Agents",13,"Business and Financial Operations Occupations","13-2081 (Tax Examiners and Collectors, and Revenue Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",330,260,-70,-0.21212121212121213,-7,-14,316,-35,281,-0.11075949367088607,9,12,-7,14,37.770000000000003,78556,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",600,580,-20,-3.3333333333333333E-2,-2,-4,596,-10,586,-1.6778523489932886E-2,32,29,-3,58,40.090000000000003,83394,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1510,1590,80,5.2980132450331126E-2,8,16,1526,40,1566,2.621231979030144E-2,48,80,8,136,37.549999999999997,78097,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1111","Computer and Information Research Scientists",15,"Computer and Mathematical Occupations","15-1111 (Computer and Information Research Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",490,650,160,0.32653061224489793,16,32,522,80,602,0.1532567049808429,8,29,15,52,54.44,113235,"Master's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",6690,7850,1160,0.17339312406576982,116,232,6922,580,7502,8.3790811904073961E-2,133,325,116,574,47.54,98896,"Bachelor's degree","None","None"]
["15-1122","Information Security Analysts",15,"Computer and Mathematical Occupations","15-1122 (Information Security Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",550,740,190,0.34545454545454546,19,38,588,95,683,0.16156462585034015,12,31,19,62,58.4,121460,"Bachelor's degree","<5 years","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",3060,3070,10,3.2679738562091504E-3,1,2,3062,5,3067,1.6329196603527107E-3,54,137,2,193,0,0,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",9620,13940,4320,0.44906444906444909,432,864,10484,2160,12644,0.20602823349866464,161,578,431,1170,59.6,123968,"Bachelor's degree","None","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",6250,7790,1540,0.24640000000000001,154,308,6558,770,7328,0.11741384568465996,96,345,154,595,62.99,131016,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1870,2320,450,0.24064171122994651,45,90,1960,225,2185,0.11479591836734694,39,106,45,190,39.11,81339,"Associate's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",980,1040,60,6.1224489795918366E-2,6,12,992,30,1022,3.0241935483870969E-2,21,42,7,70,51.26,106624,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3700,4150,450,0.12162162162162163,45,90,3790,225,4015,5.9366754617414245E-2,55,184,45,284,50.34,104695,"Bachelor's degree","None","None"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1780,1900,120,6.741573033707865E-2,12,24,1804,60,1864,3.325942350332594E-2,26,91,13,130,63.03,131107,"Bachelor's degree","≥5 years","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4760,5490,730,0.15336134453781514,73,146,4906,365,5271,7.4398695474928653E-2,104,264,73,441,29.67,61710,"Some college, no degree","None","None"]
["15-1152","Computer Network Support Specialists",15,"Computer and Mathematical Occupations","15-1152 (Computer Network Support Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1700,1920,220,0.12941176470588237,22,44,1744,110,1854,6.3073394495412841E-2,37,93,22,152,38.380000000000003,79826,"Associate's degree","None","None"]
["15-2031","Operations Research Analysts",15,"Computer and Mathematical Occupations","15-2031 (Operations Research Analysts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",930,1230,300,0.32258064516129031,30,60,990,150,1140,0.15151515151515152,22,41,30,93,48.32,100511,"Bachelor's degree","None","None"]
["15-2041","Statisticians",15,"Computer and Mathematical Occupations","15-2041 (Statisticians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,5,12,4,21,36.35,75622,"Master's degree","None","None"]
["17-1011","Architects, Except Landscape and Naval",17,"Architecture and Engineering Occupations","17-1011 (Architects, Except Landscape and Naval)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1230,1350,120,9.7560975609756101E-2,12,24,1254,60,1314,4.784688995215311E-2,33,58,12,103,47.63,99049,"Bachelor's degree","None","Internship/residency"]
["17-1012","Landscape Architects",17,"Architecture and Engineering Occupations","17-1012 (Landscape Architects)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",410,430,20,4.878048780487805E-2,2,4,414,10,424,2.4154589371980676E-2,11,19,2,32,44.83,93240,"Bachelor's degree","None","Internship/residency"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",450,490,40,8.8888888888888892E-2,4,8,458,20,478,4.3668122270742356E-2,14,19,4,37,47.19,98145,"Bachelor's degree","None","Internship/residency"]
["17-2011","Aerospace Engineers",17,"Architecture and Engineering Occupations","17-2011 (Aerospace Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,8,13,6,27,58.17,120983,"Bachelor's degree","None","None"]
["17-2031","Biomedical Engineers",17,"Architecture and Engineering Occupations","17-2031 (Biomedical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,8,16,4,28,52.23,108625,"Bachelor's degree","None","None"]
["17-2041","Chemical Engineers",17,"Architecture and Engineering Occupations","17-2041 (Chemical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",390,440,50,0.12820512820512819,5,10,400,25,425,6.25E-2,9,17,5,31,49.74,103466,"Bachelor's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",5160,5340,180,3.4883720930232558E-2,18,36,5196,90,5286,1.7321016166281754E-2,114,259,18,391,55.74,115936,"Bachelor's degree","None","None"]
["17-2061","Computer Hardware Engineers",17,"Architecture and Engineering Occupations","17-2061 (Computer Hardware Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1430,1770,340,0.23776223776223776,34,68,1498,170,1668,0.11348464619492657,31,68,33,132,58.96,122628,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2070,2380,310,0.14975845410628019,31,62,2132,155,2287,7.2701688555347088E-2,50,89,30,169,52.86,109935,"Bachelor's degree","None","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1900,1930,30,1.5789473684210527E-2,3,6,1906,15,1921,7.8698845750262321E-3,43,77,3,123,51.93,108005,"Bachelor's degree","None","None"]
["17-2081","Environmental Engineers",17,"Architecture and Engineering Occupations","17-2081 (Environmental Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1050,1170,120,0.11428571428571428,12,24,1074,60,1134,5.5865921787709494E-2,26,46,12,84,55.75,115946,"Bachelor's degree","None","None"]
["17-2111","Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",17,"Architecture and Engineering Occupations","17-2111 (Health and Safety Engineers, Except Mining Safety Engineers and Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",300,310,10,3.3333333333333333E-2,1,2,302,5,307,1.6556291390728478E-2,7,12,1,20,55.75,115946,"Bachelor's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1610,2030,420,0.2608695652173913,42,84,1694,210,1904,0.12396694214876033,41,74,42,157,47.45,98703,"Bachelor's degree","None","None"]
["17-2141","Mechanical Engineers",17,"Architecture and Engineering Occupations","17-2141 (Mechanical Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2120,2490,370,0.17452830188679244,37,74,2194,185,2379,8.4320875113947133E-2,47,96,38,181,52.39,108970,"Bachelor's degree","None","None"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2520,2820,300,0.11904761904761904,30,60,2580,150,2730,5.8139534883720929E-2,62,108,29,199,51.34,106776,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1140,1280,140,0.12280701754385964,14,28,1168,70,1238,5.9931506849315065E-2,36,65,14,115,29.11,60552,"Associate's degree","None","None"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",480,560,80,0.16666666666666666,8,16,496,40,536,8.0645161290322578E-2,15,28,8,51,32.76,68148,"Associate's degree","None","None"]
["17-3013","Mechanical Drafters",17,"Architecture and Engineering Occupations","17-3013 (Mechanical Drafters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",350,420,70,0.2,7,14,364,35,399,9.6153846153846159E-2,11,21,8,40,30.7,63863,"Associate's degree","None","None"]
["17-3019","Drafters, All Other",17,"Architecture and Engineering Occupations","17-3019 (Drafters, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,6,10,3,19,27.4,56988,"Associate's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",710,770,60,8.4507042253521125E-2,6,12,722,30,752,4.1551246537396121E-2,24,39,6,69,32.15,66879,"Associate's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2050,2440,390,0.19024390243902439,39,78,2128,195,2323,9.1635338345864667E-2,72,118,39,229,29.55,61466,"Associate's degree","None","None"]
["17-3024","Electro-Mechanical Technicians",17,"Architecture and Engineering Occupations","17-3024 (Electro-Mechanical Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",450,540,90,0.2,9,18,468,45,513,9.6153846153846159E-2,16,26,9,51,26.75,55648,"Associate's degree","None","None"]
["17-3025","Environmental Engineering Technicians",17,"Architecture and Engineering Occupations","17-3025 (Environmental Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",390,480,90,0.23076923076923078,9,18,408,45,453,0.11029411764705882,14,23,9,46,26.56,55262,"Associate's degree","None","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",430,490,60,0.13953488372093023,6,12,442,30,472,6.7873303167420809E-2,15,24,6,45,33.72,70138,"Associate's degree","None","None"]
["17-3027","Mechanical Engineering Technicians",17,"Architecture and Engineering Occupations","17-3027 (Mechanical Engineering Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",290,340,50,0.17241379310344829,5,10,300,25,325,8.3333333333333329E-2,10,17,5,32,28.96,60238,"Associate's degree","None","None"]
["17-3029","Engineering Technicians, Except Drafters, All Other",17,"Architecture and Engineering Occupations","17-3029 (Engineering Technicians, Except Drafters, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",540,590,50,9.2592592592592587E-2,5,10,550,25,575,4.5454545454545456E-2,18,30,5,53,37.479999999999997,77968,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",410,440,30,7.3170731707317069E-2,3,6,416,15,431,3.6057692307692304E-2,14,30,3,47,33.25,69143,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-1012","Food Scientists and Technologists",19,"Life, Physical, and Social Science Occupations","19-1012 (Food Scientists and Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,15,3,24,41.42,86162,"Bachelor's degree","None","None"]
["19-1021","Biochemists and Biophysicists",19,"Life, Physical, and Social Science Occupations","19-1021 (Biochemists and Biophysicists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1160,1200,40,3.4482758620689655E-2,4,8,1168,20,1188,1.7123287671232876E-2,24,76,4,104,45.36,94347,"Doctoral or professional degree","None","None"]
["19-1029","Biological Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1029 (Biological Scientists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1440,1490,50,3.4722222222222224E-2,5,10,1450,25,1475,1.7241379310344827E-2,30,94,4,128,36.93,76830,"Bachelor's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",100,100,0,0,0,0,100,0,100,0,2,6,0,8,44.36,92265,"Bachelor's degree","None","None"]
["19-1041","Epidemiologists",19,"Life, Physical, and Social Science Occupations","19-1041 (Epidemiologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",140,120,-20,-0.14285714285714285,-2,-4,136,-10,126,-7.3529411764705885E-2,2,8,-2,8,46.74,97211,"Master's degree","None","None"]
["19-1099","Life Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1099 (Life Scientists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,4,12,2,18,51.57,107244,"Bachelor's degree","None","None"]
["19-2012","Physicists",19,"Life, Physical, and Social Science Occupations","19-2012 (Physicists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,6,16,2,24,50.83,105741,"Doctoral or professional degree","None","None"]
["19-2021","Atmospheric and Space Scientists",19,"Life, Physical, and Social Science Occupations","19-2021 (Atmospheric and Space Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",140,140,0,0,0,0,140,0,140,0,3,6,0,9,42.7,88823,"Bachelor's degree","None","None"]
["19-2031","Chemists",19,"Life, Physical, and Social Science Occupations","19-2031 (Chemists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1520,1550,30,1.9736842105263157E-2,3,6,1526,15,1541,9.8296199213630409E-3,39,96,3,138,42.48,88356,"Bachelor's degree","None","None"]
["19-2032","Materials Scientists",19,"Life, Physical, and Social Science Occupations","19-2032 (Materials Scientists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,7,18,4,29,45.06,93718,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1720,2020,300,0.1744186046511628,30,60,1780,150,1930,8.4269662921348312E-2,40,129,30,199,47.26,98307,"Bachelor's degree","None","None"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",410,470,60,0.14634146341463414,6,12,422,30,452,7.1090047393364927E-2,10,30,5,45,34.729999999999997,72240,"Bachelor's degree","None","None"]
["19-3011","Economists",19,"Life, Physical, and Social Science Occupations","19-3011 (Economists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,4,14,5,23,40.19,83593,"Master's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2120,2520,400,0.18867924528301888,40,80,2200,200,2400,9.0909090909090912E-2,58,88,40,186,46.58,96886,"Doctoral or professional degree","None","Internship/residency"]
["19-3039","Psychologists, All Other",19,"Life, Physical, and Social Science Occupations","19-3039 (Psychologists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,5,7,2,14,54.77,113936,"Master's degree","None","Internship/residency"]
["19-3041","Sociologists",19,"Life, Physical, and Social Science Occupations","19-3041 (Sociologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",350,290,-60,-0.17142857142857143,-6,-12,338,-30,308,-8.8757396449704137E-2,9,20,-6,23,46.01,95698,"Master's degree","None","None"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",720,750,30,4.1666666666666664E-2,3,6,726,15,741,2.0661157024793389E-2,14,44,3,61,40.9,85066,"Master's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",500,470,-30,-0.06,-3,-6,494,-15,479,-3.0364372469635626E-2,14,30,-3,41,31.88,66300,"Bachelor's degree","None","None"]
["19-4031","Chemical Technicians",19,"Life, Physical, and Social Science Occupations","19-4031 (Chemical Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",880,990,110,0.125,11,22,902,55,957,6.097560975609756E-2,31,55,11,97,25.66,53373,"Associate's degree","None","Moderate-term on-the-job training"]
["19-4061","Social Science Research Assistants",19,"Life, Physical, and Social Science Occupations","19-4061 (Social Science Research Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",250,200,-50,-0.2,-5,-10,240,-25,215,-0.10416666666666667,9,17,-5,21,28.18,58603,"Bachelor's degree","None","None"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",510,600,90,0.17647058823529413,9,18,528,45,573,8.5227272727272721E-2,22,41,9,72,31.51,65538,"Associate's degree","None","None"]
["19-4092","Forensic Science Technicians",19,"Life, Physical, and Social Science Occupations","19-4092 (Forensic Science Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,8,14,1,23,39.31,81765,"Bachelor's degree","None","Moderate-term on-the-job training"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",660,740,80,0.12121212121212122,8,16,676,40,716,5.9171597633136092E-2,28,52,8,88,28.99,60309,"Associate's degree","None","None"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,4,7,-1,10,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2450,2720,270,0.11020408163265306,27,54,2504,135,2639,5.3913738019169329E-2,95,169,27,291,31.43,65366,"Master's degree","None","None"]
["21-1013","Marriage and Family Therapists",21,"Community and Social Service Occupations","21-1013 (Marriage and Family Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",770,1000,230,0.29870129870129869,23,46,816,115,931,0.14093137254901961,32,58,23,113,28.42,59121,"Master's degree","None","Internship/residency"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",210,210,0,0,0,0,210,0,210,0,10,14,1,25,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1015","Rehabilitation Counselors",21,"Community and Social Service Occupations","21-1015 (Rehabilitation Counselors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",700,840,140,0.2,14,28,728,70,798,9.6153846153846159E-2,28,50,14,92,18.77,39045,"Master's degree","None","None"]
["21-1019","Counselors, All Other",21,"Community and Social Service Occupations","21-1019 (Counselors, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",390,460,70,0.17948717948717949,7,14,404,35,439,8.6633663366336627E-2,16,28,8,52,19.739999999999998,41055,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2070,2230,160,7.7294685990338161E-2,16,32,2102,80,2182,3.8058991436726926E-2,77,136,16,229,24.65,51261,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1090,1350,260,0.23853211009174313,26,52,1142,130,1272,0.11383537653239929,44,78,26,148,35.92,74718,"Master's degree","None","Internship/residency"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1130,1350,220,0.19469026548672566,22,44,1174,110,1284,9.3696763202725727E-2,45,79,22,146,28.81,59923,"Master's degree","None","Internship/residency"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",960,910,-50,-5.2083333333333336E-2,-5,-10,950,-25,925,-2.6315789473684209E-2,34,60,-4,90,38.89,80902,"Bachelor's degree","None","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",770,1030,260,0.33766233766233766,26,52,822,130,952,0.15815085158150852,41,67,26,134,27.66,57536,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",610,560,-50,-8.1967213114754092E-2,-5,-10,600,-25,575,-4.1666666666666664E-2,18,31,-5,44,40.61,84456,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2430,2790,360,0.14814814814814814,36,72,2502,180,2682,7.1942446043165464E-2,116,186,36,338,18.7,38903,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",680,870,190,0.27941176470588236,19,38,718,95,813,0.13231197771587744,35,57,20,112,18.61,38720,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",660,690,30,4.5454545454545456E-2,3,6,666,15,681,2.2522522522522521E-2,31,50,3,84,24.2,50337,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1230,1440,210,0.17073170731707318,21,42,1272,105,1377,8.254716981132075E-2,61,82,21,164,25.43,52896,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-2021","Directors, Religious Activities and Education",21,"Community and Social Service Occupations","21-2021 (Directors, Religious Activities and Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",550,630,80,0.14545454545454545,8,16,566,40,606,7.0671378091872794E-2,26,45,9,80,19.88,41350,"Bachelor's degree","<5 years","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",5840,6220,380,6.5068493150684928E-2,38,76,5916,190,6106,3.211629479377958E-2,120,130,38,288,70.66,146969,"Doctoral or professional degree","None","None"]
["23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",23,"Legal Occupations","23-1021 (Administrative Law Judges, Adjudicators, and Hearing Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",100,80,-20,-0.2,-2,-4,96,-10,86,-0.10416666666666667,2,2,-2,2,62.15,129269,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-1023","Judges, Magistrate Judges, and Magistrates",23,"Legal Occupations","23-1023 (Judges, Magistrate Judges, and Magistrates)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",250,210,-40,-0.16,-4,-8,242,-20,222,-8.2644628099173556E-2,4,5,-3,6,90.38,187973,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2270,2470,200,8.8105726872246701E-2,20,40,2310,100,2410,4.3290043290043288E-2,78,158,21,257,28.49,59273,"Associate's degree","None","None"]
["23-2093","Title Examiners, Abstractors, and Searchers",23,"Legal Occupations","23-2093 (Title Examiners, Abstractors, and Searchers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",970,1080,110,0.1134020618556701,11,22,992,55,1047,5.5443548387096774E-2,36,47,11,94,31.19,64858,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["23-2099","Legal Support Workers, All Other",23,"Legal Occupations","23-2099 (Legal Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",250,250,0,0,0,0,250,0,250,0,9,11,1,21,29.15,60644,"Associate's degree","None","None"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",120,120,0,0,0,0,120,0,120,0,6,8,0,14,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",110,110,0,0,0,0,110,0,110,0,5,8,1,14,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,5,7,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1021","Buyers and Purchasing Agents, Farm Products",13,"Business and Financial Operations Occupations","13-1021 (Buyers and Purchasing Agents, Farm Products)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,3,5,0,8,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1500,1560,60,0.04,6,12,1512,30,1542,1.984126984126984E-2,60,110,5,175,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,5,0,8,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",100,100,0,0,0,0,100,0,100,0,4,7,0,11,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",980,990,10,1.020408163265306E-2,1,2,982,5,987,5.0916496945010185E-3,39,71,1,111,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",260,250,-10,-3.8461538461538464E-2,-1,-2,258,-5,253,-1.937984496124031E-2,10,18,-1,27,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",290,280,-10,-3.4482758620689655E-2,-1,-2,288,-5,283,-1.7361111111111112E-2,11,21,-1,31,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5370,5440,70,1.3035381750465549E-2,7,14,5384,35,5419,6.5007429420505204E-3,233,289,7,529,18.420000000000002,38324,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1420,1560,140,9.8591549295774641E-2,14,28,1448,70,1518,4.834254143646409E-2,64,80,14,158,0,57059,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",10560,11550,990,9.375E-2,99,198,10758,495,11253,4.6012269938650305E-2,365,409,99,873,0,79410,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",4480,4910,430,9.5982142857142863E-2,43,86,4566,215,4781,4.7087166009636444E-2,155,174,43,372,0,74546,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",8020,8780,760,9.4763092269326679E-2,76,152,8172,380,8552,4.6500244738130199E-2,257,314,76,647,0,78597,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1430,1560,130,9.0909090909090912E-2,13,26,1456,65,1521,4.4642857142857144E-2,50,55,13,118,0,73753,"Bachelor's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",790,860,70,8.8607594936708861E-2,7,14,804,35,839,4.3532338308457715E-2,27,30,7,64,0,69235,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",680,740,60,8.8235294117647065E-2,6,12,692,30,722,4.3352601156069363E-2,24,26,6,56,0,88336,"Bachelor's degree","None","None"]
["25-2059","Special Education Teachers, All Other",25,"Education, Training, and Library Occupations","25-2059 (Special Education Teachers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,9,2,19,0,78303,"Bachelor's degree","None","None"]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",25,"Education, Training, and Library Occupations","25-3011 (Adult Basic and Secondary Education and Literacy Teachers and Instructors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",440,400,-40,-9.0909090909090912E-2,-4,-8,432,-20,412,-4.6296296296296294E-2,26,20,-4,42,33.53,69742,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3510,4290,780,0.22222222222222221,78,156,3666,390,4056,0.10638297872340426,238,182,77,497,26.81,55759,"High school diploma or equivalent","<5 years","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",6170,6790,620,0.10048622366288493,62,124,6294,310,6604,4.9253257070225612E-2,395,303,62,760,21.05,43777,"Bachelor's degree","None","None"]
["25-4013","Museum Technicians and Conservators",25,"Education, Training, and Library Occupations","25-4013 (Museum Technicians and Conservators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,6,8,2,16,24.13,50174,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",850,850,0,0,0,0,850,0,850,0,46,32,0,78,37.78,78567,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",750,760,10,1.3333333333333334E-2,1,2,752,5,757,6.648936170212766E-3,59,39,1,99,25.74,53535,"Postsecondary non-degree award","None","None"]
["25-9011","Audio-Visual and Multimedia Collections Specialists",25,"Education, Training, and Library Occupations","25-9011 (Audio-Visual and Multimedia Collections Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,5,1,12,22.82,47453,"Bachelor's degree","<5 years","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1620,1750,130,8.0246913580246909E-2,13,26,1646,65,1711,3.9489671931956259E-2,80,69,13,162,32.99,68615,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",12250,13110,860,7.0204081632653056E-2,86,172,12422,430,12852,3.4616003864112059E-2,696,578,86,1360,0,36892,"Some college, no degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1340,1480,140,0.1044776119402985,14,28,1368,70,1438,5.1169590643274851E-2,67,58,14,139,22.54,46894,"Bachelor's degree","None","None"]
["27-1011","Art Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1011 (Art Directors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",670,770,100,0.14925373134328357,10,20,690,50,740,7.2463768115942032E-2,35,21,10,66,55.62,115682,"Bachelor's degree","≥5 years","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,7,4,1,12,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["27-1014","Multimedia Artists and Animators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1014 (Multimedia Artists and Animators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1110,1280,170,0.15315315315315314,17,34,1144,85,1229,7.4300699300699297E-2,58,35,17,110,40.31,83847,"Bachelor's degree","None","None"]
["27-1021","Commercial and Industrial Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1021 (Commercial and Industrial Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,10,15,2,27,32.19,66960,"Bachelor's degree","None","None"]
["27-1022","Fashion Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1022 (Fashion Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",160,210,50,0.3125,5,10,170,25,195,0.14705882352941177,6,10,5,21,33.909999999999997,70514,"Bachelor's degree","None","None"]
["27-1023","Floral Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1023 (Floral Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",230,150,-80,-0.34782608695652173,-8,-16,214,-40,174,-0.18691588785046728,7,10,-8,9,16.399999999999999,34110,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2390,2560,170,7.1129707112970716E-2,17,34,2424,85,2509,3.5066006600660067E-2,88,139,17,244,28.67,59638,"Bachelor's degree","None","None"]
["27-1025","Interior Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1025 (Interior Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",480,450,-30,-6.25E-2,-3,-6,474,-15,459,-3.1645569620253167E-2,16,26,-3,39,24.7,51362,"Bachelor's degree","None","None"]
["27-1027","Set and Exhibit Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1027 (Set and Exhibit Designers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,7,11,4,22,23.21,48286,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",410,530,120,0.29268292682926828,12,24,434,60,494,0.13824884792626729,12,29,12,53,36.79,76526,"Bachelor's degree","<5 years","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",4720,5320,600,0.1271186440677966,60,120,4840,300,5140,6.1983471074380167E-2,280,379,60,719,0,31987,"Bachelor's degree","None","None"]
["27-2023","Umpires, Referees, and Other Sports Officials",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2023 (Umpires, Referees, and Other Sports Officials)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",180,170,-10,-5.5555555555555552E-2,-1,-2,178,-5,173,-2.8089887640449437E-2,10,13,-1,22,0,38364,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",470,520,50,0.10638297872340426,5,10,480,25,505,5.2083333333333336E-2,28,18,5,51,28.47,59232,"Bachelor's degree","<5 years","None"]
["27-2042","Musicians and Singers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2042 (Musicians and Singers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1210,1410,200,0.16528925619834711,20,40,1250,100,1350,0.08,75,48,20,143,24.28,0,"No formal educational credential","None","Long-term on-the-job training"]
["27-3012","Public Address System and Other Announcers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3012 (Public Address System and Other Announcers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",120,120,0,0,0,0,120,0,120,0,5,6,0,11,14.36,29875,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-3022","Reporters and Correspondents",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3022 (Reporters and Correspondents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,4,9,-2,11,20.6,42843,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1730,1970,240,0.13872832369942195,24,48,1778,120,1898,6.7491563554555684E-2,52,125,24,201,36.47,75855,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",730,760,30,4.1095890410958902E-2,3,6,736,15,751,2.0380434782608696E-2,25,47,3,75,25.94,53932,"Bachelor's degree","<5 years","None"]
["27-3042","Technical Writers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3042 (Technical Writers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",780,940,160,0.20512820512820512,16,32,812,80,892,9.8522167487684734E-2,28,52,16,96,39.130000000000003,81380,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",750,890,140,0.18666666666666668,14,28,778,70,848,8.9974293059125965E-2,35,35,15,85,36,74870,"Bachelor's degree","None","Long-term on-the-job training"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",720,930,210,0.29166666666666669,21,42,762,105,867,0.13779527559055119,37,36,21,94,31.74,66036,"Bachelor's degree","None","None"]
["27-3099","Media and Communication Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3099 (Media and Communication Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",380,400,20,5.2631578947368418E-2,2,4,384,10,394,2.6041666666666668E-2,18,17,1,36,18.02,37481,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-4011","Audio and Video Equipment Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4011 (Audio and Video Equipment Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",750,930,180,0.24,18,36,786,90,876,0.11450381679389313,24,52,18,94,27.41,57019,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",910,590,-320,-0.35164835164835168,-32,-64,846,-160,686,-0.18912529550827423,32,26,-32,26,16.760000000000002,34861,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1011","Chiropractors",29,"Healthcare Practitioners and Technical Occupations","29-1011 (Chiropractors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",280,310,30,0.10714285714285714,3,6,286,15,301,5.2447552447552448E-2,5,2,3,10,36.92,76800,"Doctoral or professional degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1370,1560,190,0.13868613138686131,19,38,1408,95,1503,6.7471590909090912E-2,27,11,19,57,70.38,146390,"Doctoral or professional degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",460,560,100,0.21739130434782608,10,20,480,50,530,0.10416666666666667,16,14,11,41,37.049999999999997,77074,"Bachelor's degree","None","Internship/residency"]
["29-1041","Optometrists",29,"Healthcare Practitioners and Technical Occupations","29-1041 (Optometrists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",300,400,100,0.33333333333333331,10,20,320,50,370,0.15625,6,4,9,19,55.93,116332,"Doctoral or professional degree","None","None"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2130,2350,220,0.10328638497652583,22,44,2174,110,2284,5.0597976080956765E-2,52,43,22,117,70.510000000000005,146664,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",840,920,80,9.5238095238095233E-2,8,16,856,40,896,4.6728971962616821E-2,13,10,8,31,78.59,163460,"Doctoral or professional degree","None","Internship/residency"]
["29-1063","Internists, General",29,"Healthcare Practitioners and Technical Occupations","29-1063 (Internists, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",420,450,30,7.1428571428571425E-2,3,6,426,15,441,3.5211267605633804E-2,6,5,3,14,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1067","Surgeons",29,"Healthcare Practitioners and Technical Occupations","29-1067 (Surgeons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",210,210,0,0,0,0,210,0,210,0,3,2,0,5,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1620,1670,50,3.0864197530864196E-2,5,10,1630,25,1655,1.5337423312883436E-2,24,18,5,47,97.35,202484,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1490,1900,410,0.27516778523489932,41,82,1572,205,1777,0.13040712468193386,29,60,41,130,58.79,122272,"Master's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",710,850,140,0.19718309859154928,14,28,738,70,808,9.4850948509485097E-2,16,22,14,52,48.54,100948,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",1760,2380,620,0.35227272727272729,62,124,1884,310,2194,0.16454352441613587,40,43,62,145,46.02,95728,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1070,1430,360,0.3364485981308411,36,72,1142,180,1322,0.15761821366024517,29,28,37,94,41.68,86711,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",600,680,80,0.13333333333333333,8,16,616,40,656,6.4935064935064929E-2,12,20,8,40,43.08,89595,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",540,650,110,0.20370370370370369,11,22,562,55,617,9.7864768683274025E-2,11,10,11,32,51.53,107203,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",20080,24840,4760,0.23705179282868527,476,952,21032,2380,23412,0.11316089767972613,643,488,476,1607,57.39,119368,"Bachelor's degree","None","None"]
["29-1151","Nurse Anesthetists",29,"Healthcare Practitioners and Technical Occupations","29-1151 (Nurse Anesthetists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",190,280,90,0.47368421052631576,9,18,208,45,253,0.21634615384615385,3,8,9,20,100.3,208618,"Master's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",920,1360,440,0.47826086956521741,44,88,1008,220,1228,0.21825396825396826,22,33,44,99,61.35,127624,"Master's degree","None","None"]
["29-1199","Health Diagnosing and Treating Practitioners, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1199 (Health Diagnosing and Treating Practitioners, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",370,460,90,0.24324324324324326,9,18,388,45,433,0.11597938144329897,17,4,9,30,27,56166,"Master's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",7150,7160,10,1.3986013986013986E-3,1,2,7152,5,7157,6.9910514541387029E-4,283,516,1,800,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1940,2120,180,9.2783505154639179E-2,18,36,1976,90,2066,4.5546558704453441E-2,73,46,18,137,53.78,111864,"Associate's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",380,470,90,0.23684210526315788,9,18,398,45,443,0.11306532663316583,11,11,10,32,32,66554,"Associate's degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",560,800,240,0.42857142857142855,24,48,608,120,728,0.19736842105263158,18,17,24,59,48.02,99881,"Associate's degree","None","None"]
["29-2033","Nuclear Medicine Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2033 (Nuclear Medicine Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",160,200,40,0.25,4,8,168,20,188,0.11904761904761904,5,4,4,13,55.64,115723,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1720,2170,450,0.26162790697674421,45,90,1810,225,2035,0.12430939226519337,50,48,45,143,41.1,85482,"Associate's degree","None","None"]
["29-2035","Magnetic Resonance Imaging Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2035 (Magnetic Resonance Imaging Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",450,590,140,0.31111111111111112,14,28,478,70,548,0.14644351464435146,13,13,14,40,41.55,86426,"Associate's degree","<5 years","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1700,2340,640,0.37647058823529411,64,128,1828,320,2148,0.17505470459518599,35,83,64,182,19.350000000000001,40263,"Postsecondary non-degree award","None","None"]
["29-2051","Dietetic Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2051 (Dietetic Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,10,14,5,29,17.07,35511,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2010,2330,320,0.15920398009950248,32,64,2074,160,2234,7.7145612343297976E-2,70,96,32,198,20.87,43411,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,5,6,2,13,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",830,1120,290,0.3493975903614458,29,58,888,145,1033,0.16328828828828829,32,43,29,104,31.19,64868,"Postsecondary non-degree award","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",820,1000,180,0.21951219512195122,18,36,856,90,946,0.10514018691588785,30,40,17,87,20.309999999999999,42243,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4780,5560,780,0.16317991631799164,78,156,4936,390,5326,7.9011345218800655E-2,182,180,78,440,28.32,58907,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1450,1790,340,0.23448275862068965,34,68,1518,170,1688,0.11198945981554677,47,48,34,129,25.23,52500,"Postsecondary non-degree award","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",590,750,160,0.2711864406779661,16,32,622,80,702,0.12861736334405144,22,25,16,63,20.28,42183,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",760,980,220,0.28947368421052633,22,44,804,110,914,0.13681592039800994,24,29,22,75,23.71,49321,"Postsecondary non-degree award","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",740,830,90,0.12162162162162163,9,18,758,45,803,5.9366754617414245E-2,18,22,9,49,40.29,83817,"Bachelor's degree","None","None"]
["29-9012","Occupational Health and Safety Technicians",29,"Healthcare Practitioners and Technical Occupations","29-9012 (Occupational Health and Safety Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",120,160,40,0.33333333333333331,4,8,128,20,148,0.15625,3,4,3,10,39.83,82832,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-9091","Athletic Trainers",29,"Healthcare Practitioners and Technical Occupations","29-9091 (Athletic Trainers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,3,2,8,0,48885,"Bachelor's degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",340,410,70,0.20588235294117646,7,14,354,35,389,9.8870056497175146E-2,8,10,6,24,38.729999999999997,80557,"Postsecondary non-degree award","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1770,2350,580,0.32768361581920902,58,116,1886,290,2176,0.1537645811240721,125,104,58,287,13.2,27454,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",8050,9510,1460,0.1813664596273292,146,292,8342,730,9072,8.7508990649724283E-2,534,444,146,1124,16.79,34911,"Postsecondary non-degree award","None","None"]
["31-1015","Orderlies",31,"Healthcare Support Occupations","31-1015 (Orderlies)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,21,17,4,42,16.91,35168,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",230,300,70,0.30434782608695654,7,14,244,35,279,0.14344262295081966,12,20,7,39,31.64,65811,"Associate's degree","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",350,480,130,0.37142857142857144,13,26,376,65,441,0.17287234042553193,18,30,12,60,13.57,28225,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1700,2140,440,0.25882352941176473,44,88,1788,220,2008,0.12304250559284116,126,69,43,238,22.67,47141,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4080,4520,440,0.10784313725490197,44,88,4168,220,4388,5.2783109404990404E-2,220,246,44,510,19.39,40332,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5460,7550,2090,0.38278388278388276,209,418,5878,1045,6923,0.17778155835318135,285,399,209,893,18.89,39283,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",510,620,110,0.21568627450980393,11,22,532,55,587,0.10338345864661654,35,34,10,79,23.63,49137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9094","Medical Transcriptionists",31,"Healthcare Support Occupations","31-9094 (Medical Transcriptionists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",450,450,0,0,0,0,450,0,450,0,30,23,0,53,14.85,30889,"Postsecondary non-degree award","None","None"]
["31-9095","Pharmacy Aides",31,"Healthcare Support Occupations","31-9095 (Pharmacy Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",420,400,-20,-4.7619047619047616E-2,-2,-4,416,-10,406,-2.403846153846154E-2,27,28,-1,54,17.11,35590,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",950,1150,200,0.21052631578947367,20,40,990,100,1090,0.10101010101010101,61,98,19,178,15.09,31383,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",610,750,140,0.22950819672131148,14,28,638,70,708,0.109717868338558,29,39,14,82,21.95,45660,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1140,1330,190,0.16666666666666666,19,38,1178,95,1273,8.0645161290322578E-2,78,74,19,171,29.72,61820,"High school diploma or equivalent","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",250,220,-30,-0.12,-3,-6,244,-15,229,-6.1475409836065573E-2,6,7,-3,10,75.45,156926,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",33,"Protective Service Occupations","33-1021 (First-Line Supervisors of Fire Fighting and Prevention Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",100,100,0,0,0,0,100,0,100,0,3,3,0,6,80.31,167057,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",520,550,30,5.7692307692307696E-2,3,6,526,15,541,2.8517110266159697E-2,24,27,3,54,28.27,58796,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1860,1750,-110,-5.9139784946236562E-2,-11,-22,1838,-55,1783,-2.9923830250272034E-2,40,76,-12,104,47.09,97945,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",340,270,-70,-0.20588235294117646,-7,-14,326,-35,291,-0.10736196319018405,11,14,-6,19,34.520000000000003,71797,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",390,330,-60,-0.15384615384615385,-6,-12,378,-30,348,-7.9365079365079361E-2,10,12,-6,16,57.8,120214,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-3041","Parking Enforcement Workers",33,"Protective Service Occupations","33-3041 (Parking Enforcement Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",110,70,-40,-0.36363636363636365,-4,-8,102,-20,82,-0.19607843137254902,5,3,-5,3,26.18,54445,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5120,4770,-350,-6.8359375E-2,-35,-70,5050,-175,4875,-3.4653465346534656E-2,120,193,-36,277,52.42,109023,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3052","Transit and Railroad Police",33,"Protective Service Occupations","33-3052 (Transit and Railroad Police)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9011","Animal Control Workers",33,"Protective Service Occupations","33-9011 (Animal Control Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,6,7,0,13,27,56152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9021","Private Detectives and Investigators",33,"Protective Service Occupations","33-9021 (Private Detectives and Investigators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,19,16,4,39,37.619999999999997,78247,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",8610,9510,900,0.10452961672473868,90,180,8790,450,9240,5.1194539249146756E-2,537,639,90,1266,14.83,30848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1180,1180,0,0,0,0,1180,0,1180,0,164,125,0,289,12.53,26065,"No formal educational credential","None","Short-term on-the-job training"]
["33-9093","Transportation Security Screeners",33,"Protective Service Occupations","33-9093 (Transportation Security Screeners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",300,220,-80,-0.26666666666666666,-8,-16,284,-40,244,-0.14084507042253522,13,10,-8,15,22.08,45928,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1420,1480,60,4.2253521126760563E-2,6,12,1432,30,1462,2.094972067039106E-2,201,153,7,361,23.14,48129,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1090,1240,150,0.13761467889908258,15,30,1120,75,1195,6.6964285714285712E-2,37,106,15,158,18.34,38151,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",6220,7000,780,0.12540192926045016,78,156,6376,390,6766,6.1166875784190715E-2,296,631,78,1005,15.98,33255,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",6130,5900,-230,-3.7520391517128875E-2,-23,-46,6084,-115,5969,-1.8902038132807365E-2,352,481,-22,811,11.8,24543,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1910,2170,260,0.13612565445026178,26,52,1962,130,2092,6.6258919469928651E-2,119,163,26,308,17.52,36434,"No formal educational credential","None","Short-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",8720,10010,1290,0.14793577981651376,129,258,8978,645,9623,7.1842281131655153E-2,549,749,128,1426,14.44,30025,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1260,1290,30,2.3809523809523808E-2,3,6,1266,15,1281,1.1848341232227487E-2,74,102,3,179,13.52,28122,"No formal educational credential","None","Short-term on-the-job training"]
["35-2019","Cooks, All Other",35,"Food Preparation and Serving Related Occupations","35-2019 (Cooks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",270,320,50,0.18518518518518517,5,10,280,25,305,8.9285714285714288E-2,17,24,5,46,18.93,39375,"No formal educational credential","None","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",7330,8140,810,0.11050477489768076,81,162,7492,405,7897,5.4057661505605981E-2,618,670,81,1369,12.96,26950,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",4560,5000,440,9.6491228070175433E-2,44,88,4648,220,4868,4.7332185886402756E-2,230,549,44,823,14.65,30457,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",23430,27920,4490,0.19163465642338881,449,898,24328,2245,26573,9.2280499835580398E-2,2273,2378,448,5099,12.18,25325,"No formal educational credential","None","Short-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3910,4320,410,0.10485933503836317,41,82,3992,205,4197,5.1352705410821646E-2,494,388,41,923,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",15840,17410,1570,9.9116161616161616E-2,157,314,16154,785,16939,4.85947752878544E-2,1231,1886,157,3274,13.06,27166,"No formal educational credential","None","Short-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1390,1580,190,0.1366906474820144,19,38,1428,95,1523,6.6526610644257703E-2,112,104,19,235,13.63,28338,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3680,4080,400,0.10869565217391304,40,80,3760,200,3960,5.3191489361702128E-2,345,308,40,693,11.64,24224,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",5480,5850,370,6.7518248175182483E-2,37,74,5554,185,5739,3.3309326611451209E-2,419,451,37,907,11.94,24851,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2710,2960,250,9.2250922509225092E-2,25,50,2760,125,2885,4.5289855072463768E-2,327,311,25,663,11.89,24728,"No formal educational credential","None","Short-term on-the-job training"]
["35-9099","Food Preparation and Serving Related Workers, All Other",35,"Food Preparation and Serving Related Occupations","35-9099 (Food Preparation and Serving Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,15,13,0,28,14.17,29490,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1490,1640,150,0.10067114093959731,15,30,1520,75,1595,4.9342105263157895E-2,79,94,16,189,25.63,53323,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1510,1600,90,5.9602649006622516E-2,9,18,1528,45,1573,2.9450261780104712E-2,50,94,10,154,30.77,63990,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",15550,16920,1370,8.8102893890675243E-2,137,274,15824,685,16509,4.3288675429726996E-2,1057,1021,138,2216,16.75,34829,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",6910,7780,870,0.12590448625180897,87,174,7084,435,7519,6.14059853190288E-2,544,411,87,1042,14.48,30128,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",930,980,50,5.3763440860215055E-2,5,10,940,25,965,2.6595744680851064E-2,37,91,6,134,18.489999999999998,38481,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",8570,9130,560,6.5344224037339554E-2,56,112,8682,280,8962,3.2250633494586498E-2,413,632,56,1101,16.170000000000002,33625,"No formal educational credential","None","Short-term on-the-job training"]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3012 (Pesticide Handlers, Sprayers, and Applicators, Vegetation)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",260,250,-10,-3.8461538461538464E-2,-1,-2,258,-5,253,-1.937984496124031E-2,12,18,0,30,36.93,76796,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,6,0,9,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1800,2040,240,0.13333333333333333,24,48,1848,120,1968,6.4935064935064929E-2,92,86,24,202,23.57,49014,"High school diploma or equivalent","<5 years","None"]
["39-2011","Animal Trainers",39,"Personal Care and Service Occupations","39-2011 (Animal Trainers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",340,420,80,0.23529411764705882,8,16,356,40,396,0.11235955056179775,18,24,7,49,16.55,34428,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1910,2270,360,0.18848167539267016,36,72,1982,180,2162,9.081735620585267E-2,143,168,36,347,12.39,25787,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3011","Gaming Dealers",39,"Personal Care and Service Occupations","39-3011 (Gaming Dealers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",750,810,60,0.08,6,12,762,30,792,3.937007874015748E-2,46,69,6,121,11.69,24316,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3031","Ushers, Lobby Attendants, and Ticket Takers",39,"Personal Care and Service Occupations","39-3031 (Ushers, Lobby Attendants, and Ticket Takers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",700,880,180,0.25714285714285712,18,36,736,90,826,0.12228260869565218,104,88,18,210,11.12,23123,"No formal educational credential","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2530,2760,230,9.0909090909090912E-2,23,46,2576,115,2691,4.4642857142857144E-2,279,314,23,616,12.03,25036,"No formal educational credential","None","Short-term on-the-job training"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2700,3230,530,0.1962962962962963,53,106,2806,265,3071,9.4440484675694936E-2,198,148,53,399,14.37,29881,"Postsecondary non-degree award","None","None"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3070,3690,620,0.20195439739413681,62,124,3194,310,3504,9.7056981840951781E-2,203,172,62,437,12.01,24985,"Postsecondary non-degree award","None","None"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",720,850,130,0.18055555555555555,13,26,746,65,811,8.7131367292225204E-2,47,40,13,100,14.23,29593,"Postsecondary non-degree award","None","None"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5920,6190,270,4.5608108108108107E-2,27,54,5974,135,6109,2.2597924338801471E-2,494,375,28,897,14.32,29778,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",43530,56410,12880,0.29588789340684585,1288,2576,46106,6440,52546,0.13967813299787446,3988,3004,1287,8279,11.88,24707,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2910,3100,190,6.5292096219931275E-2,19,38,2948,95,3043,3.2225237449118045E-2,196,300,19,515,21.4,44498,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3950,3910,-40,-1.0126582278481013E-2,-4,-8,3942,-20,3922,-5.0735667174023336E-3,257,393,-4,646,15.23,31681,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",450,500,50,0.1111111111111111,5,10,460,25,485,5.434782608695652E-2,32,47,4,83,17.739999999999998,36896,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9099","Personal Care and Service Workers, All Other",39,"Personal Care and Service Occupations","39-9099 (Personal Care and Service Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,10,12,1,23,14.61,30396,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",10260,10520,260,2.5341130604288498E-2,26,52,10312,130,10442,1.2606671838634601E-2,384,699,26,1109,20.98,43636,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3000,3270,270,0.09,27,54,3054,135,3189,4.4204322200392929E-2,104,174,27,305,35.04,72891,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",25140,25820,680,2.7048528241845664E-2,68,136,25276,340,25616,1.3451495489792688E-2,2392,2334,68,4794,12.46,25909,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",5710,5540,-170,-2.9772329246935202E-2,-17,-34,5676,-85,5591,-1.4975334742776604E-2,296,413,-17,692,15.13,31487,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1370,1430,60,4.3795620437956206E-2,6,12,1382,30,1412,2.1707670043415339E-2,61,110,6,177,16.39,34090,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",29220,28750,-470,-1.6084873374401096E-2,-47,-94,29126,-235,28891,-8.068392501545011E-3,1835,2300,-47,4088,12.92,26880,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",660,640,-20,-3.0303030303030304E-2,-2,-4,656,-10,646,-1.524390243902439E-2,24,56,-2,78,24.39,50732,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4640,5470,830,0.1788793103448276,83,166,4806,415,5221,8.6350395339159378E-2,205,272,83,560,36.6,76135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",2790,2810,20,7.1684587813620072E-3,2,4,2794,10,2804,3.5790980672870437E-3,73,184,2,259,24.06,50030,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",370,130,-240,-0.64864864864864868,-24,-48,322,-120,202,-0.37267080745341613,13,15,-24,4,25.25,52509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",8200,9210,1010,0.12317073170731707,101,202,8402,505,8907,6.0104736967388717E-2,275,751,101,1127,29.02,60350,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",3440,4110,670,0.19476744186046513,67,134,3574,335,3909,9.3732512590934527E-2,124,252,67,443,42.36,88128,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",10110,11960,1850,0.18298714144411474,185,370,10480,925,11405,8.8263358778625955E-2,364,739,185,1288,31.22,64926,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9011","Demonstrators and Product Promoters",41,"Sales and Related Occupations","41-9011 (Demonstrators and Product Promoters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1790,1940,150,8.3798882681564241E-2,15,30,1820,75,1895,4.1208791208791208E-2,187,127,15,329,14.79,30764,"No formal educational credential","None","Short-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1240,1350,110,8.8709677419354843E-2,11,22,1262,55,1317,4.3581616481774964E-2,66,50,11,127,28.57,59431,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2290,2480,190,8.296943231441048E-2,19,38,2328,95,2423,4.0807560137457045E-2,122,93,19,234,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",970,1180,210,0.21649484536082475,21,42,1012,105,1117,0.10375494071146245,25,83,21,129,56.82,118190,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-9041","Telemarketers",41,"Sales and Related Occupations","41-9041 (Telemarketers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",680,630,-50,-7.3529411764705885E-2,-5,-10,670,-25,645,-3.7313432835820892E-2,39,61,-5,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["41-9091","Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41,"Sales and Related Occupations","41-9091 (Door-to-Door Sales Workers, News and Street Vendors, and Related Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",720,680,-40,-5.5555555555555552E-2,-4,-8,712,-20,692,-2.8089887640449437E-2,47,26,-4,69,11.95,24855,"No formal educational credential","None","Short-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1570,1820,250,0.15923566878980891,25,50,1620,125,1745,7.716049382716049E-2,89,129,25,243,20.53,42685,"High school diploma or equivalent","None","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",11890,12580,690,5.8031959629941128E-2,69,138,12028,345,12373,2.8683072830063185E-2,475,706,70,1251,30.6,63626,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",940,750,-190,-0.20212765957446807,-19,-38,902,-95,807,-0.10532150776053215,53,56,-19,90,17.559999999999999,36542,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1440,1470,30,2.0833333333333332E-2,3,6,1446,15,1461,1.0373443983402489E-2,55,96,3,154,21.92,45591,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3380,3980,600,0.17751479289940827,60,120,3500,300,3800,8.5714285714285715E-2,157,202,60,419,22.48,46747,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",13010,13310,300,2.3059185242121444E-2,30,60,13070,150,13220,1.1476664116296864E-2,815,632,30,1477,24.75,51487,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1590,1630,40,2.5157232704402517E-2,4,8,1598,20,1618,1.2515644555694618E-2,68,90,4,162,28.05,58335,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",680,680,0,0,0,0,680,0,680,0,29,44,0,73,21.98,45714,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2980,2640,-340,-0.11409395973154363,-34,-68,2912,-170,2742,-5.837912087912088E-2,144,180,-34,290,15.56,32356,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3099","Financial Clerks, All Other",43,"Office and Administrative Support Occupations","43-3099 (Financial Clerks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1100,1190,90,8.1818181818181818E-2,9,18,1118,45,1163,4.0250447227191413E-2,43,75,9,127,17.66,36726,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4011","Brokerage Clerks",43,"Office and Administrative Support Occupations","43-4011 (Brokerage Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",330,340,10,3.0303030303030304E-2,1,2,332,5,337,1.5060240963855422E-2,8,25,1,34,28.25,58764,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",510,450,-60,-0.11764705882352941,-6,-12,498,-30,468,-6.0240963855421686E-2,21,19,-6,34,25.17,52346,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4041","Credit Authorizers, Checkers, and Clerks",43,"Office and Administrative Support Occupations","43-4041 (Credit Authorizers, Checkers, and Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",160,150,-10,-6.25E-2,-1,-2,158,-5,153,-3.1645569620253167E-2,5,10,-1,14,20.29,42203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",14830,16400,1570,0.10586648685097774,157,314,15144,785,15929,5.183571051241416E-2,798,1172,157,2127,20.2,41998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1820,1570,-250,-0.13736263736263737,-25,-50,1770,-125,1645,-7.0621468926553674E-2,67,80,-25,122,29.22,60771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1320,1190,-130,-9.8484848484848481E-2,-13,-26,1294,-65,1229,-5.0231839258114377E-2,77,76,-13,140,16.91,35181,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1180,1320,140,0.11864406779661017,14,28,1208,70,1278,5.7947019867549666E-2,69,124,14,207,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1000,1080,80,0.08,8,16,1016,40,1056,3.937007874015748E-2,56,65,8,129,25.62,53298,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",670,660,-10,-1.4925373134328358E-2,-1,-2,668,-5,663,-7.4850299401197605E-3,53,40,-1,92,17.7,36808,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2000,2190,190,9.5000000000000001E-2,19,38,2038,95,2133,4.6614327772325811E-2,75,121,19,215,23.86,49614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4151","Order Clerks",43,"Office and Administrative Support Occupations","43-4151 (Order Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1910,2050,140,7.3298429319371722E-2,14,28,1938,70,2008,3.611971104231166E-2,92,129,14,235,18.97,39449,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",980,990,10,1.020408163265306E-2,1,2,982,5,987,5.0916496945010185E-3,42,66,1,109,23.32,48498,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",6970,7810,840,0.12051649928263988,84,168,7138,420,7558,5.8840011207621182E-2,459,490,84,1033,16.37,34055,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",520,450,-70,-0.13461538461538461,-7,-14,506,-35,471,-6.9169960474308304E-2,21,29,-6,44,15.8,32868,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1000,990,-10,-0.01,-1,-2,998,-5,993,-5.0100200400801601E-3,48,62,-2,108,25.28,52582,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5011","Cargo and Freight Agents",43,"Office and Administrative Support Occupations","43-5011 (Cargo and Freight Agents)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",540,570,30,5.5555555555555552E-2,3,6,546,15,561,2.7472527472527472E-2,17,28,3,48,23.43,48743,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1050,1190,140,0.13333333333333333,14,28,1078,70,1148,6.4935064935064929E-2,52,49,14,115,18.329999999999998,38139,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",450,440,-10,-2.2222222222222223E-2,-1,-2,448,-5,443,-1.1160714285714286E-2,16,24,-1,39,37.619999999999997,78233,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1820,1880,60,3.2967032967032968E-2,6,12,1832,30,1862,1.6375545851528384E-2,65,100,7,172,22.1,45959,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",170,140,-30,-0.17647058823529413,-3,-6,164,-15,149,-9.1463414634146339E-2,5,6,-2,9,37.29,77568,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",520,470,-50,-9.6153846153846159E-2,-5,-10,510,-25,485,-4.9019607843137254E-2,25,14,-5,34,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2750,2500,-250,-9.0909090909090912E-2,-25,-50,2700,-125,2575,-4.6296296296296294E-2,101,74,-25,150,29.45,61252,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1360,1170,-190,-0.13970588235294118,-19,-38,1322,-95,1227,-7.18608169440242E-2,54,36,-18,72,28.18,58611,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2880,3300,420,0.14583333333333334,42,84,2964,210,3174,7.08502024291498E-2,107,201,42,350,26.54,55213,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",6090,6600,510,8.3743842364532015E-2,51,102,6192,255,6447,4.1182170542635656E-2,248,378,51,677,18,37443,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",15790,17430,1640,0.103863204559848,164,328,16118,820,16938,5.0874798362079664E-2,907,1183,164,2254,13.52,28128,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",760,830,70,9.2105263157894732E-2,7,14,774,35,809,4.5219638242894059E-2,31,45,6,82,18.489999999999998,38446,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",6320,5400,-920,-0.14556962025316456,-92,-184,6136,-460,5676,-7.4967405475880058E-2,316,307,-92,531,34.020000000000003,70771,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1110,880,-230,-0.2072072072072072,-23,-46,1064,-115,949,-0.10808270676691729,54,52,-23,83,30.08,62572,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5970,7120,1150,0.19262981574539365,115,230,6200,575,6775,9.2741935483870969E-2,353,343,115,811,21.84,45437,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",16220,15610,-610,-3.76078914919852E-2,-61,-122,16098,-305,15793,-1.894645297552491E-2,857,834,-61,1630,22.45,46686,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",240,190,-50,-0.20833333333333334,-5,-10,230,-25,205,-0.10869565217391304,9,13,-5,17,29.43,61201,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1120,910,-210,-0.1875,-21,-42,1078,-105,973,-9.7402597402597407E-2,52,65,-20,97,18.989999999999998,39480,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",390,260,-130,-0.33333333333333331,-13,-26,364,-65,299,-0.17857142857142858,21,16,-13,24,20.239999999999998,42100,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9031","Desktop Publishers",43,"Office and Administrative Support Occupations","43-9031 (Desktop Publishers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,6,-2,8,18.82,39163,"Associate's degree","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3090,3810,720,0.23300970873786409,72,144,3234,360,3594,0.11131725417439703,147,194,72,413,19.2,39951,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",510,460,-50,-9.8039215686274508E-2,-5,-10,500,-25,475,-0.05,26,27,-6,47,16.850000000000001,35038,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",24380,23900,-480,-1.9688269073010665E-2,-48,-96,24284,-240,24044,-9.8830505682754085E-3,1417,1380,-48,2749,18.239999999999998,37934,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9071","Office Machine Operators, Except Computer",43,"Office and Administrative Support Occupations","43-9071 (Office Machine Operators, Except Computer)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",620,500,-120,-0.19354838709677419,-12,-24,596,-60,536,-0.10067114093959731,25,37,-12,50,15.81,32898,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9081","Proofreaders and Copy Markers",43,"Office and Administrative Support Occupations","43-9081 (Proofreaders and Copy Markers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,8,7,1,16,20.97,43636,"Bachelor's degree","None","None"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3150,3240,90,2.8571428571428571E-2,9,18,3168,45,3213,1.4204545454545454E-2,139,203,9,351,19.62,40800,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",610,590,-20,-3.2786885245901641E-2,-2,-4,606,-10,596,-1.65016501650165E-2,22,68,-2,88,12.2,25385,"No formal educational credential","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",200,180,-20,-0.1,-2,-4,196,-10,186,-5.1020408163265307E-2,7,22,-3,26,12.84,26698,"No formal educational credential","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4820,5800,980,0.2033195020746888,98,196,5016,490,5506,9.7687400318979267E-2,170,335,98,603,43.97,91465,"High school diploma or equivalent","≥5 years","None"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",490,570,80,0.16326530612244897,8,16,506,40,546,7.9051383399209488E-2,15,30,8,53,30.29,63016,"High school diploma or equivalent","None","Apprenticeship"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",12710,15430,2720,0.21400472069236823,272,544,13254,1360,14614,0.10261053266938283,484,782,272,1538,31.82,66191,"High school diploma or equivalent","None","Apprenticeship"]
["47-2041","Carpet Installers",47,"Construction and Extraction Occupations","47-2041 (Carpet Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1240,1440,200,0.16129032258064516,20,40,1280,100,1380,7.8125E-2,42,70,20,132,43.31,90080,"No formal educational credential","None","Short-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,11,19,8,38,21.26,44226,"No formal educational credential","None","Long-term on-the-job training"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1440,1760,320,0.22222222222222221,32,64,1504,160,1664,0.10638297872340426,61,109,32,202,26,54079,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",11150,13620,2470,0.22152466367713006,247,494,11644,1235,12879,0.10606320851940913,432,816,247,1495,27.41,57020,"No formal educational credential","None","Short-term on-the-job training"]
["47-2072","Pile-Driver Operators",47,"Construction and Extraction Occupations","47-2072 (Pile-Driver Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,6,11,7,24,44.93,93439,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2750,3270,520,0.18909090909090909,52,104,2854,260,3114,9.1100210231254378E-2,115,211,52,378,40.36,83953,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2081","Drywall and Ceiling Tile Installers",47,"Construction and Extraction Occupations","47-2081 (Drywall and Ceiling Tile Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2110,2360,250,0.11848341232227488,25,50,2160,125,2285,5.7870370370370371E-2,68,124,24,216,44.41,92371,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2082","Tapers",47,"Construction and Extraction Occupations","47-2082 (Tapers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",440,490,50,0.11363636363636363,5,10,450,25,475,5.5555555555555552E-2,14,26,5,45,46.04,95760,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5140,5870,730,0.14202334630350194,73,146,5286,365,5651,6.9050321604237602E-2,192,409,72,673,42.28,87943,"High school diploma or equivalent","None","Apprenticeship"]
["47-2121","Glaziers",47,"Construction and Extraction Occupations","47-2121 (Glaziers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",400,460,60,0.15,6,12,412,30,442,7.281553398058252E-2,16,33,6,55,26.9,55952,"High school diploma or equivalent","None","Apprenticeship"]
["47-2131","Insulation Workers, Floor, Ceiling, and Wall",47,"Construction and Extraction Occupations","47-2131 (Insulation Workers, Floor, Ceiling, and Wall)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,8,22,3,33,42.02,87383,"No formal educational credential","None","Short-term on-the-job training"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",6040,7030,990,0.16390728476821192,99,198,6238,495,6733,7.9352356524527087E-2,223,326,98,647,26.5,55137,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",290,350,60,0.20689655172413793,6,12,302,30,332,9.9337748344370855E-2,12,21,6,39,27.54,57295,"No formal educational credential","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4470,5270,800,0.17897091722595079,80,160,4630,400,5030,8.6393088552915762E-2,177,326,81,584,30.49,63433,"High school diploma or equivalent","None","Apprenticeship"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1870,2170,300,0.16042780748663102,30,60,1930,150,2080,7.7720207253886009E-2,58,137,30,225,23.46,48786,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",820,960,140,0.17073170731707318,14,28,848,70,918,8.254716981132075E-2,31,61,14,106,24.35,50638,"High school diploma or equivalent","None","Apprenticeship"]
["47-2221","Structural Iron and Steel Workers",47,"Construction and Extraction Occupations","47-2221 (Structural Iron and Steel Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",750,890,140,0.18666666666666668,14,28,778,70,848,8.9974293059125965E-2,24,62,14,100,27.47,57142,"High school diploma or equivalent","None","Apprenticeship"]
["47-2231","Solar Photovoltaic Installers",47,"Construction and Extraction Occupations","47-2231 (Solar Photovoltaic Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1060,2340,1280,1.2075471698113207,128,256,1316,640,1956,0.48632218844984804,68,110,128,306,18.940000000000001,39401,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-3012","Helpers--Carpenters",47,"Construction and Extraction Occupations","47-3012 (Helpers--Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,5,10,2,17,17.649999999999999,36704,"No formal educational credential","None","Short-term on-the-job training"]
["47-3013","Helpers--Electricians",47,"Construction and Extraction Occupations","47-3013 (Helpers--Electricians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",600,660,60,0.1,6,12,612,30,642,4.9019607843137254E-2,27,61,6,94,19.88,41345,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-3015","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-3015 (Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",330,390,60,0.18181818181818182,6,12,342,30,372,8.771929824561403E-2,15,35,6,56,16.12,33538,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-3019","Helpers, Construction Trades, All Other",47,"Construction and Extraction Occupations","47-3019 (Helpers, Construction Trades, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,6,13,2,21,14.72,30607,"No formal educational credential","None","Short-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1510,1730,220,0.14569536423841059,22,44,1554,110,1664,7.0785070785070792E-2,80,92,23,195,48.55,100982,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4031","Fence Erectors",47,"Construction and Extraction Occupations","47-4031 (Fence Erectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,12,27,8,47,17.16,35706,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-4041","Hazardous Materials Removal Workers",47,"Construction and Extraction Occupations","47-4041 (Hazardous Materials Removal Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1050,1320,270,0.25714285714285712,27,54,1104,135,1239,0.12228260869565218,47,93,27,167,21.45,44613,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",630,640,10,1.5873015873015872E-2,1,2,632,5,637,7.9113924050632917E-3,27,36,1,64,31.55,65631,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",47,"Construction and Extraction Occupations","47-4071 (Septic Tank Servicers and Sewer Pipe Cleaners)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,18,26,4,48,24.3,50537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",110,110,0,0,0,0,110,0,110,0,4,8,0,12,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2960,3180,220,7.4324324324324328E-2,22,44,3004,110,3114,3.661784287616511E-2,99,158,21,278,39.08,81283,"High school diploma or equivalent","<5 years","None"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1090,1050,-40,-3.669724770642202E-2,-4,-8,1082,-20,1062,-1.8484288354898338E-2,35,68,-4,99,20.12,41850,"Some college, no degree","None","Short-term on-the-job training"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3090,2520,-570,-0.18446601941747573,-57,-114,2976,-285,2691,-9.5766129032258063E-2,93,198,-57,234,30.66,63775,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-2092","Electric Motor, Power Tool, and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2092 (Electric Motor, Power Tool, and Related Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",290,270,-20,-6.8965517241379309E-2,-2,-4,286,-10,276,-3.4965034965034968E-2,9,17,-2,24,41.1,85477,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["49-2093","Electrical and Electronics Installers and Repairers, Transportation Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2093 (Electrical and Electronics Installers and Repairers, Transportation Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",430,430,0,0,0,0,430,0,430,0,11,26,0,37,39.58,82309,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",590,660,70,0.11864406779661017,7,14,604,35,639,5.7947019867549666E-2,16,38,8,62,35.36,73555,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-2095","Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",49,"Installation, Maintenance, and Repair Occupations","49-2095 (Electrical and Electronics Repairers, Powerhouse, Substation, and Relay)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,3,8,2,13,45.54,94718,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["49-2097","Electronic Home Entertainment Equipment Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2097 (Electronic Home Entertainment Equipment Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",330,300,-30,-9.0909090909090912E-2,-3,-6,324,-15,309,-4.6296296296296294E-2,11,21,-3,29,22.32,46420,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",640,760,120,0.1875,12,24,664,60,724,9.036144578313253E-2,23,52,12,87,27.88,57976,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",390,390,0,0,0,0,390,0,390,0,12,17,0,29,35.68,74205,"Postsecondary non-degree award","None","None"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",5040,5300,260,5.1587301587301584E-2,26,52,5092,130,5222,2.5530243519245877E-2,163,312,26,501,24.31,50573,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2010,2160,150,7.4626865671641784E-2,15,30,2040,75,2115,3.6764705882352942E-2,64,119,15,198,27.46,57123,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",790,890,100,0.12658227848101267,10,20,810,50,860,6.1728395061728392E-2,26,53,10,89,35.159999999999997,73128,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3043","Rail Car Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3043 (Rail Car Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,6,12,2,20,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3051","Motorboat Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3051 (Motorboat Mechanics and Service Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",130,130,0,0,0,0,130,0,130,0,5,8,-1,12,26.62,55367,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3052","Motorcycle Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3052 (Motorcycle Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",130,170,40,0.30769230769230771,4,8,138,20,158,0.14492753623188406,6,9,4,19,20.99,43668,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",620,630,10,1.6129032258064516E-2,1,2,622,5,627,8.0385852090032149E-3,23,53,1,77,13.27,27602,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9011","Mechanical Door Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9011 (Mechanical Door Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,4,8,2,14,20.84,43343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,4,8,0,12,38.14,79343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1730,2010,280,0.16184971098265896,28,56,1786,140,1926,7.8387458006718924E-2,52,125,28,205,25.24,52493,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9031","Home Appliance Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9031 (Home Appliance Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",620,570,-50,-8.0645161290322578E-2,-5,-10,610,-25,585,-4.0983606557377046E-2,29,26,-5,50,27.02,56209,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1490,1720,230,0.15436241610738255,23,46,1536,115,1651,7.4869791666666671E-2,54,83,23,160,34.909999999999997,72620,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",470,510,40,8.5106382978723402E-2,4,8,478,20,498,4.1841004184100417E-2,21,28,4,53,32.770000000000003,68172,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",310,310,0,0,0,0,310,0,310,0,8,16,0,24,54.5,113374,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1110,1010,-100,-9.0090090090090086E-2,-10,-20,1090,-50,1040,-4.5871559633027525E-2,26,79,-10,95,30.3,63034,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9062","Medical Equipment Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9062 (Medical Equipment Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",200,210,10,0.05,1,2,202,5,207,2.4752475247524754E-2,8,10,1,19,25.12,52259,"Associate's degree","None","Moderate-term on-the-job training"]
["49-9069","Precision Instrument and Equipment Repairers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9069 (Precision Instrument and Equipment Repairers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",230,250,20,8.6956521739130432E-2,2,4,234,10,244,4.2735042735042736E-2,9,11,2,22,45.27,94160,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",7460,7930,470,6.3002680965147453E-2,47,94,7554,235,7789,3.1109346041832141E-2,314,428,46,788,22.48,46765,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9091 (Coin, Vending, and Amusement Machine Servicers and Repairers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,7,-2,9,19.7,40987,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1040,1130,90,8.6538461538461536E-2,9,18,1058,45,1103,4.2533081285444231E-2,52,82,9,143,15.34,31908,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1730,1870,140,8.0924855491329481E-2,14,28,1758,70,1828,3.981797497155859E-2,66,103,14,183,24.96,51914,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",3840,4360,520,0.13541666666666666,52,104,3944,260,4204,6.5922920892494935E-2,131,262,52,445,34.31,71362,"High school diploma or equivalent","<5 years","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,6,1,10,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",1940,1910,-30,-1.5463917525773196E-2,-3,-6,1934,-15,1919,-7.7559462254395035E-3,76,139,-3,212,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["51-2041","Structural Metal Fabricators and Fitters",51,"Production Occupations","51-2041 (Structural Metal Fabricators and Fitters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",300,320,20,6.6666666666666666E-2,2,4,304,10,314,3.2894736842105261E-2,11,23,2,36,16.88,35108,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1560,1640,80,5.128205128205128E-2,8,16,1576,40,1616,2.5380710659898477E-2,63,116,8,187,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2630,3020,390,0.14828897338403041,39,78,2708,195,2903,7.2008862629246675E-2,181,212,40,433,14.94,31075,"No formal educational credential","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1680,1780,100,5.9523809523809521E-2,10,20,1700,50,1750,2.9411764705882353E-2,78,132,10,220,14.82,30829,"No formal educational credential","None","Long-term on-the-job training"]
["51-3092","Food Batchmakers",51,"Production Occupations","51-3092 (Food Batchmakers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1630,1800,170,0.10429447852760736,17,34,1664,85,1749,5.1081730769230768E-2,94,144,17,255,14.17,29458,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3093","Food Cooking Machine Operators and Tenders",51,"Production Occupations","51-3093 (Food Cooking Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",300,320,20,6.6666666666666666E-2,2,4,304,10,314,3.2894736842105261E-2,17,25,2,44,15.41,32058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-3099","Food Processing Workers, All Other",51,"Production Occupations","51-3099 (Food Processing Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,13,20,4,37,11.77,24483,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",470,540,70,0.14893617021276595,7,14,484,35,519,7.2314049586776855E-2,14,36,7,57,19.89,41372,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4012","Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",51,"Production Occupations","51-4012 (Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",150,190,40,0.26666666666666666,4,8,158,20,178,0.12658227848101267,5,12,4,21,38.83,80768,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["51-4021","Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4021 (Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",230,270,40,0.17391304347826086,4,8,238,20,258,8.4033613445378158E-2,6,19,4,29,22.38,46571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4023","Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4023 (Rolling Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",120,90,-30,-0.25,-3,-6,114,-15,99,-0.13157894736842105,3,7,-3,7,19.07,39652,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",940,910,-30,-3.1914893617021274E-2,-3,-6,934,-15,919,-1.6059957173447537E-2,34,70,-3,101,15.25,31730,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4032","Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4032 (Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,5,9,-1,13,17.760000000000002,36930,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4033 (Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",470,480,10,2.1276595744680851E-2,1,2,472,5,477,1.059322033898305E-2,16,33,1,50,18.05,37523,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4034","Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4034 (Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",400,390,-10,-2.5000000000000001E-2,-1,-2,398,-5,393,-1.2562814070351759E-2,12,27,-1,38,15.42,32078,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4035 (Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,4,7,-2,9,19.510000000000002,40573,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2470,2580,110,4.4534412955465584E-2,11,22,2492,55,2547,2.2070626003210272E-2,88,164,11,263,24.49,50942,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4072 (Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",470,560,90,0.19148936170212766,9,18,488,45,533,9.2213114754098366E-2,19,39,9,67,17.03,35425,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4081 (Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",150,150,0,0,0,0,150,0,150,0,6,10,-1,15,22.15,46060,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4111","Tool and Die Makers",51,"Production Occupations","51-4111 (Tool and Die Makers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",180,220,40,0.22222222222222221,4,8,188,20,208,0.10638297872340426,8,11,4,23,23.98,49877,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1670,1970,300,0.17964071856287425,30,60,1730,150,1880,8.6705202312138727E-2,48,142,30,220,22.85,47513,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",920,860,-60,-6.5217391304347824E-2,-6,-12,908,-30,878,-3.3039647577092511E-2,35,58,-5,88,17.71,36837,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5113","Print Binding and Finishing Workers",51,"Production Occupations","51-5113 (Print Binding and Finishing Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",390,360,-30,-7.6923076923076927E-2,-3,-6,384,-15,369,-3.90625E-2,28,21,-3,46,15.75,32774,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1530,1440,-90,-5.8823529411764705E-2,-9,-18,1512,-45,1467,-2.976190476190476E-2,100,100,-9,191,13.35,27748,"No formal educational credential","None","Short-term on-the-job training"]
["51-6021","Pressers, Textile, Garment, and Related Materials",51,"Production Occupations","51-6021 (Pressers, Textile, Garment, and Related Materials)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",410,330,-80,-0.1951219512195122,-8,-16,394,-40,354,-0.10152284263959391,22,24,-8,38,13.18,27421,"No formal educational credential","None","Short-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",730,840,110,0.15068493150684931,11,22,752,55,807,7.3138297872340427E-2,45,38,12,95,14.44,30041,"No formal educational credential","None","Short-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,9,4,-1,12,15.51,32252,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",570,860,290,0.50877192982456143,29,58,628,145,773,0.23089171974522293,33,40,29,102,17.899999999999999,37237,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",51,"Production Occupations","51-7041 (Sawing Machine Setters, Operators, and Tenders, Wood)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",170,220,50,0.29411764705882354,5,10,180,25,205,0.1388888888888889,8,14,5,27,10.53,21904,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",280,260,-20,-7.1428571428571425E-2,-2,-4,276,-10,266,-3.6231884057971016E-2,6,16,-2,20,52.34,108865,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",350,390,40,0.11428571428571428,4,8,358,20,378,5.5865921787709494E-2,12,26,3,41,40.159999999999997,83542,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",700,600,-100,-0.14285714285714285,-10,-20,680,-50,630,-7.3529411764705885E-2,18,35,-10,43,47.86,99560,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",51,"Production Occupations","51-8093 (Petroleum Pump System Operators, Refinery Operators, and Gaugers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1680,2180,500,0.29761904761904762,50,100,1780,250,2030,0.1404494382022472,45,145,50,240,43.74,90963,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",130,110,-20,-0.15384615384615385,-2,-4,126,-10,116,-7.9365079365079361E-2,3,9,-2,10,39.58,82324,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9011","Chemical Equipment Operators and Tenders",51,"Production Occupations","51-9011 (Chemical Equipment Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",200,200,0,0,0,0,200,0,200,0,6,16,-1,21,29.24,60819,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,11,32,4,47,20.93,43542,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9022","Grinding and Polishing Workers, Hand",51,"Production Occupations","51-9022 (Grinding and Polishing Workers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",300,300,0,0,0,0,300,0,300,0,11,22,0,33,16.66,34668,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1070,1060,-10,-9.3457943925233638E-3,-1,-2,1068,-5,1063,-4.6816479400749065E-3,38,80,0,118,24.18,50277,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9031","Cutters and Trimmers, Hand",51,"Production Occupations","51-9031 (Cutters and Trimmers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",110,160,50,0.45454545454545453,5,10,120,25,145,0.20833333333333334,5,11,5,21,14.32,29775,"No formal educational credential","None","Short-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",340,420,80,0.23529411764705882,8,16,356,40,396,0.11235955056179775,14,29,8,51,19.97,41546,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9041 (Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,14,29,2,45,18.87,39263,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",4050,3970,-80,-1.9753086419753086E-2,-8,-16,4034,-40,3994,-9.91571641051066E-3,167,307,-8,466,21.19,44074,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9081","Dental Laboratory Technicians",51,"Production Occupations","51-9081 (Dental Laboratory Technicians)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",270,340,70,0.25925925925925924,7,14,284,35,319,0.12323943661971831,13,21,7,41,19.03,39581,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",3100,3430,330,0.1064516129032258,33,66,3166,165,3331,5.211623499684144E-2,154,217,33,404,15.05,31300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9121 (Coating, Painting, and Spraying Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",450,570,120,0.26666666666666666,12,24,474,60,534,0.12658227848101267,15,38,12,65,19.809999999999999,41198,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",330,340,10,3.0303030303030304E-2,1,2,332,5,337,1.5060240963855422E-2,10,25,1,36,23.27,48393,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9191","Adhesive Bonding Machine Operators and Tenders",51,"Production Occupations","51-9191 (Adhesive Bonding Machine Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,7,9,4,20,19.579999999999998,40727,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",51,"Production Occupations","51-9192 (Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,13,1,21,26.82,55783,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,6,9,2,17,14.35,29857,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",570,410,-160,-0.2807017543859649,-16,-32,538,-80,458,-0.14869888475836432,18,32,-16,34,16.18,33654,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2730,3290,560,0.20512820512820512,56,112,2842,280,3122,9.8522167487684734E-2,162,287,56,505,14.53,30236,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1510,1740,230,0.15231788079470199,23,46,1556,115,1671,7.3907455012853465E-2,64,119,23,206,13.75,28588,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1160,1180,20,1.7241379310344827E-2,2,4,1164,10,1174,8.5910652920962206E-3,46,84,3,133,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",1560,1590,30,1.9230769230769232E-2,3,6,1566,15,1581,9.5785440613026813E-3,62,114,2,178,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,5,10,1,16,0,86037,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2021","Air Traffic Controllers",53,"Transportation and Material Moving Occupations","53-2021 (Air Traffic Controllers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",420,310,-110,-0.26190476190476192,-11,-22,398,-55,343,-0.13819095477386933,12,21,-11,22,0,0,"Associate's degree","None","Long-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2080,2180,100,4.807692307692308E-2,10,20,2100,50,2150,2.3809523809523808E-2,167,87,10,264,25.57,53188,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",1740,1820,80,4.5977011494252873E-2,8,16,1756,40,1796,2.2779043280182234E-2,139,73,8,220,19.670000000000002,40916,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2500,2640,140,5.6000000000000001E-2,14,28,2528,70,2598,2.7689873417721517E-2,109,162,14,285,19.149999999999999,39842,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",8750,9480,730,8.3428571428571435E-2,73,146,8896,365,9261,4.1029676258992807E-2,386,572,73,1031,22.58,46969,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",9380,10500,1120,0.11940298507462686,112,224,9604,560,10164,5.8309037900874633E-2,422,625,112,1159,18.149999999999999,37755,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1190,1480,290,0.24369747899159663,29,58,1248,145,1393,0.11618589743589744,79,54,29,162,14.8,30783,"No formal educational credential","None","Short-term on-the-job training"]
["53-3099","Motor Vehicle Operators, All Other",53,"Transportation and Material Moving Occupations","53-3099 (Motor Vehicle Operators, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,20,10,1,31,27.54,57289,"No formal educational credential","None","Short-term on-the-job training"]
["53-4041","Subway and Streetcar Operators",53,"Transportation and Material Moving Occupations","53-4041 (Subway and Streetcar Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",500,470,-30,-0.06,-3,-6,494,-15,479,-3.0364372469635626E-2,16,29,-3,42,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-5021","Captains, Mates, and Pilots of Water Vessels",53,"Transportation and Material Moving Occupations","53-5021 (Captains, Mates, and Pilots of Water Vessels)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",230,180,-50,-0.21739130434782608,-5,-10,220,-25,195,-0.11363636363636363,7,14,-4,17,35.299999999999997,73414,"Postsecondary non-degree award","<5 years","None"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",740,740,0,0,0,0,740,0,740,0,44,65,0,109,14.09,29316,"No formal educational credential","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",940,1050,110,0.11702127659574468,11,22,962,55,1017,5.7172557172557176E-2,53,108,12,173,12.34,25669,"No formal educational credential","None","Short-term on-the-job training"]
["53-6051","Transportation Inspectors",53,"Transportation and Material Moving Occupations","53-6051 (Transportation Inspectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,4,6,-1,9,26.37,54861,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",160,140,-20,-0.125,-2,-4,156,-10,146,-6.4102564102564097E-2,6,10,-2,14,27.71,57640,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-7011","Conveyor Operators and Tenders",53,"Transportation and Material Moving Occupations","53-7011 (Conveyor Operators and Tenders)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",100,100,0,0,0,0,100,0,100,0,5,8,0,13,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["53-7021","Crane and Tower Operators",53,"Transportation and Material Moving Occupations","53-7021 (Crane and Tower Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",190,180,-10,-5.2631578947368418E-2,-1,-2,188,-5,183,-2.6595744680851064E-2,6,13,-1,18,32.03,66637,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7032","Excavating and Loading Machine and Dragline Operators",53,"Transportation and Material Moving Occupations","53-7032 (Excavating and Loading Machine and Dragline Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,9,1,14,30.06,62526,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2870,3340,470,0.16376306620209058,47,94,2964,235,3199,7.9284750337381915E-2,108,232,47,387,18.809999999999999,39119,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",2850,3170,320,0.11228070175438597,32,64,2914,160,3074,5.4907343857240908E-2,155,261,32,448,13.6,28293,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",18760,21040,2280,0.12153518123667377,228,456,19216,1140,20356,5.93255620316403E-2,986,1701,228,2915,15.63,32497,"No formal educational credential","None","Short-term on-the-job training"]
["53-7063","Machine Feeders and Offbearers",53,"Transportation and Material Moving Occupations","53-7063 (Machine Feeders and Offbearers)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,11,16,-1,26,12.59,26196,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",4500,4720,220,4.8888888888888891E-2,22,44,4544,110,4654,2.4207746478873238E-2,312,376,22,710,12.33,25649,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",1570,1560,-10,-6.369426751592357E-3,-1,-2,1568,-5,1563,-3.1887755102040817E-3,71,114,-1,184,30.26,62929,"No formal educational credential","None","Short-term on-the-job training"]
["53-7199","Material Moving Workers, All Other",53,"Transportation and Material Moving Occupations","53-7199 (Material Moving Workers, All Other)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Below Middle Skill",600,670,70,0.11666666666666667,7,14,614,35,649,5.7003257328990226E-2,28,46,6,80,14.14,29398,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,2,-1,3,71.63,148989,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",240,270,30,0.125,3,6,246,15,261,6.097560975609756E-2,5,15,3,23,45.6,94845,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,0,39232,"Bachelor's degree","<5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,-1,2,30.31,63043,"Bachelor's degree","<5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,1,2,0,3,41.82,86997,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,48.47,100816,"Bachelor's degree","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,5,2,9,47.14,98060,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",110,70,-40,-0.36363636363636365,-4,-8,102,-20,82,-0.19607843137254902,5,1,-4,2,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,47,97754,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,1,-1,1,0,102255,"Master's degree","≥5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,8,1,13,25.91,53898,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,60,20,0.5,2,4,44,10,54,0.22727272727272727,1,2,2,5,63.31,131689,"Bachelor's degree","<5 years","None"]
["11-9131","Postmasters and Mail Superintendents",11,"Management Occupations","11-9131 (Postmasters and Mail Superintendents)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,2,0,5,33.64,69973,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,1,0,1,31.92,66401,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,2,8,43.13,89722,"Bachelor's degree","<5 years","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",170,170,0,0,0,0,170,0,170,0,7,12,0,19,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,1,10,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,1,6,31.51,65533,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,1,5,23.36,48581,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,32.76,68146,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,23.26,48377,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,4,1,7,31.41,65350,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,1,6,36.96,76862,"Bachelor's degree","None","None"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,37.82,78648,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,40.51,84243,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,27.85,57932,"Some college, no degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,21.88,45513,"Bachelor's degree","None","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","Internship/residency"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,3,0,4,55.74,115946,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Associate's degree","None","None"]
["17-3025","Environmental Engineering Technicians",17,"Architecture and Engineering Occupations","17-3025 (Environmental Engineering Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-1029","Biological Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1029 (Biological Scientists, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,0,2,0,2,35.24,73296,"Bachelor's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["19-1042","Medical Scientists, Except Epidemiologists",19,"Life, Physical, and Social Science Occupations","19-1042 (Medical Scientists, Except Epidemiologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,32.03,66615,"Bachelor's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,36.03,74931,"Master's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",210,210,0,0,0,0,210,0,210,0,8,15,0,23,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,36.03,74942,"Bachelor's degree","None","None"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,34.56,71875,"Associate's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",230,230,0,0,0,0,230,0,230,0,9,17,0,26,16.04,33368,"Associate's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,22.84,47493,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,22.62,47057,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,37.78,78567,"Master's degree","None","Internship/residency"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,33.92,70555,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,1,6,20.59,42843,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,0,0,"Bachelor's degree","None","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,0,2,37.630000000000003,78282,"Doctoral or professional degree","None","None"]
["23-1023","Judges, Magistrate Judges, and Magistrates",23,"Legal Occupations","23-1023 (Judges, Magistrate Judges, and Magistrates)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,0,0,0,0,0,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,21.79,45330,"Associate's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,6,12,-1,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,10,-10,-0.5,-1,-2,18,-5,13,-0.27777777777777779,0,1,-1,0,0,0,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,2,2,-1,3,0,67579,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",200,150,-50,-0.25,-5,-10,190,-25,165,-0.13157894736842105,6,6,-5,7,0,69468,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",80,60,-20,-0.25,-2,-4,76,-10,66,-0.13157894736842105,2,3,-2,3,0,73987,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",90,70,-20,-0.22222222222222221,-2,-4,86,-10,76,-0.11627906976744186,2,3,-2,3,0,72443,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,10,-10,-0.5,-1,-2,18,-5,13,-0.27777777777777779,0,0,0,0,0,58125,"Bachelor's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,4,3,-1,6,19.63,40832,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,1,0,0,1,0,0,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,0,0,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",180,140,-40,-0.22222222222222221,-4,-8,172,-20,152,-0.11627906976744186,9,8,-4,13,0,36537,"Some college, no degree","None","None"]
["27-1019","Artists and Related Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1019 (Artists and Related Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,1,0,3,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,24.35,50662,"Bachelor's degree","None","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,0,-10,-1,-1,-2,8,-5,3,-0.625,0,0,-1,0,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","Internship/residency"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1065","Pediatricians, General",29,"Healthcare Practitioners and Technical Occupations","29-1065 (Pediatricians, General)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",30,10,-20,-0.66666666666666663,-2,-4,26,-10,16,-0.38461538461538464,1,1,-2,0,74.150000000000006,154239,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,0,1,1,0,0,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,0,0,1,1,0,0,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,0,1,1,0,0,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Master's degree","None","Internship/residency"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",200,320,120,0.6,12,24,224,60,284,0.26785714285714285,7,6,12,25,45.72,95099,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,0,1,1,57.72,120049,"Master's degree","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",220,270,50,0.22727272727272727,5,10,230,25,255,0.10869565217391304,10,18,6,34,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",350,360,10,2.8571428571428571E-2,1,2,352,5,357,1.4204545454545454E-2,14,26,1,41,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,0,0,1,43.87,91250,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,40,20,1,2,4,24,10,34,0.41666666666666669,1,1,1,3,43.96,91443,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Postsecondary non-degree award","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,2,6,23.04,47920,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,0,1,1,19.3,40152,"Postsecondary non-degree award","None","None"]
["29-2091","Orthotists and Prosthetists",29,"Healthcare Practitioners and Technical Occupations","29-2091 (Orthotists and Prosthetists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Master's degree","None","Internship/residency"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Above Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Postsecondary non-degree award","None","None"]
["31-2021","Physical Therapist Assistants",31,"Healthcare Support Occupations","31-2021 (Physical Therapist Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Associate's degree","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,1,3,19.93,41474,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,19.32,40188,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,50,20,0.66666666666666663,2,4,34,10,44,0.29411764705882354,2,2,1,5,16.05,33379,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,20.99,43665,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Postsecondary non-degree award","None","None"]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",33,"Protective Service Occupations","33-1021 (First-Line Supervisors of Fire Fighting and Prevention Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,29.77,61923,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,3,5,3,11,21.87,45485,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3031","Fish and Game Wardens",33,"Protective Service Occupations","33-3031 (Fish and Game Wardens)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,3,5,1,9,47.84,99508,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9021","Private Detectives and Investigators",33,"Protective Service Occupations","33-9021 (Private Detectives and Investigators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,1,0,0,1,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9031","Gaming Surveillance Officers and Gaming Investigators",33,"Protective Service Occupations","33-9031 (Gaming Surveillance Officers and Gaming Investigators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,2,0,3,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",70,70,0,0,0,0,70,0,70,0,4,5,0,9,14.62,30406,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9091","Crossing Guards",33,"Protective Service Occupations","33-9091 (Crossing Guards)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,2,0,0,2,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,3,2,0,5,13.91,28935,"No formal educational credential","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,8,6,1,15,24.36,50670,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,27.04,56255,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,8,17,2,27,18.28,38018,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",130,130,0,0,0,0,130,0,130,0,8,10,0,18,11.17,23247,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,4,5,1,10,17.66,36742,"No formal educational credential","None","Short-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",340,380,40,0.11764705882352941,4,8,348,20,368,5.7471264367816091E-2,21,29,5,55,15.06,31321,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",410,420,10,2.4390243902439025E-2,1,2,412,5,417,1.2135922330097087E-2,33,36,1,70,13.28,27618,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,18,1,26,12.87,26765,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",720,890,170,0.2361111111111111,17,34,754,85,839,0.11273209549071618,71,74,17,162,11.29,23504,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",570,630,60,0.10526315789473684,6,12,582,30,612,5.1546391752577317E-2,45,68,6,119,12.03,25026,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,9,8,1,18,12.38,25757,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,14,16,2,32,11.76,24460,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,4,1,9,24.64,51235,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,1,3,0,0,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",210,210,0,0,0,0,210,0,210,0,14,13,1,28,16.440000000000001,34181,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",940,1100,160,0.1702127659574468,16,32,972,80,1052,8.2304526748971193E-2,76,57,16,149,11.77,24481,"No formal educational credential","None","Short-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,8,13,3,24,14.78,30735,"No formal educational credential","None","Short-term on-the-job training"]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3012 (Pesticide Handlers, Sprayers, and Applicators, Vegetation)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,5,5,2,12,20.88,43438,"High school diploma or equivalent","<5 years","None"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,6,7,1,14,12.52,26045,"No formal educational credential","None","Short-term on-the-job training"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,1,0,0,1,0,0,"Postsecondary non-degree award","None","None"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",150,150,0,0,0,0,150,0,150,0,6,11,0,17,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",220,280,60,0.27272727272727271,6,12,232,30,262,0.12931034482758622,20,15,5,40,11.78,24502,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,9,14,3,26,13.31,27690,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",120,120,0,0,0,0,120,0,120,0,4,8,0,12,20.41,42468,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",460,430,-30,-6.5217391304347824E-2,-3,-6,454,-15,439,-3.3039647577092511E-2,42,41,-3,80,12.16,25289,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,9,12,2,23,13.56,28202,"No formal educational credential","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",490,530,40,8.1632653061224483E-2,4,8,498,20,518,4.0160642570281124E-2,32,40,4,76,12.7,26404,"No formal educational credential","None","Short-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,3,1,5,24.64,51239,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,2,7,22.89,47613,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,1,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,8,12,2,22,28.28,58826,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,1,0,1,19.170000000000002,39889,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,18.59,38651,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",360,370,10,2.7777777777777776E-2,1,2,362,5,367,1.3812154696132596E-2,23,18,2,43,22.14,46051,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,26.23,54578,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,3,-1,4,14.66,30483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",80,80,0,0,0,0,80,0,80,0,4,6,1,11,16.32,33942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,10,-10,-0.5,-1,-2,18,-5,13,-0.27777777777777779,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",340,410,70,0.20588235294117646,7,14,354,35,389,9.8870056497175146E-2,21,37,7,65,12.88,26798,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,6,6,1,13,14.23,29592,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,28.51,59286,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,21.27,44240,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,21.23,44148,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,0,0,0,29.36,61047,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,17.329999999999998,36041,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,14,18,2,34,11.58,24075,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,3,3,-1,5,31.78,66093,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,18.559999999999999,38600,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",100,140,40,0.4,4,8,108,20,128,0.18518518518518517,6,6,4,16,18.53,38528,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",230,230,0,0,0,0,230,0,230,0,12,12,-1,23,18.78,39060,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,11,11,0,22,18.55,38589,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,1,1,0,2,11.48,23901,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","<5 years","None"]
["45-2011","Agricultural Inspectors",45,"Farming, Fishing, and Forestry Occupations","45-2011 (Agricultural Inspectors)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["45-4011","Forest and Conservation Workers",45,"Farming, Fishing, and Forestry Occupations","45-4011 (Forest and Conservation Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,0,6,31.36,65224,"High school diploma or equivalent","≥5 years","None"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,9,2,16,27.73,57672,"High school diploma or equivalent","None","Apprenticeship"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,1,6,28.43,59138,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",110,150,40,0.36363636363636365,4,8,118,20,138,0.16949152542372881,4,8,3,15,21.73,45203,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",170,160,-10,-5.8823529411764705E-2,-1,-2,168,-5,163,-2.976190476190476E-2,6,12,0,18,24.78,51544,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,7,1,11,28.12,58506,"High school diploma or equivalent","None","Apprenticeship"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,60,20,0.5,2,4,44,10,54,0.22727272727272727,2,3,1,6,23.59,49081,"High school diploma or equivalent","None","Apprenticeship"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,60,20,0.5,2,4,44,10,54,0.22727272727272727,2,2,1,5,29.05,60444,"High school diploma or equivalent","<5 years","None"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",90,90,0,0,0,0,90,0,90,0,3,5,0,8,21.44,44582,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,22.75,47303,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,26.46,55052,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,20,10,1,1,2,12,5,17,0.41666666666666669,0,1,0,1,16.850000000000001,35046,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,22,29,7,58,18.82,39149,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,0,4,26.14,54381,"High school diploma or equivalent","<5 years","None"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,4,5,0,9,16.61,34555,"No formal educational credential","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,27.68,57575,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1022","Wholesale and Retail Buyers, Except Farm Products",13,"Business and Financial Operations Occupations","13-1022 (Wholesale and Retail Buyers, Except Farm Products)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,10,18,2,30,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,2,1,-1,2,23.72,49325,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",180,170,-10,-5.5555555555555552E-2,-1,-2,178,-5,173,-2.8089887640449437E-2,7,11,-1,17,16.850000000000001,35039,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",30,60,30,1,3,6,36,15,51,0.41666666666666669,2,3,3,8,19.62,40803,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",60,90,30,0.5,3,6,66,15,81,0.22727272727272727,3,5,3,11,18.46,38385,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3099","Motor Vehicle Operators, All Other",53,"Transportation and Material Moving Occupations","53-3099 (Motor Vehicle Operators, All Other)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,1,0,0,1,29.71,61803,"No formal educational credential","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",10,10,0,0,0,0,10,0,10,0,0,0,0,0,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Below Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,4,7,2,13,13.9,28913,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,70.53,146703,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",770,880,110,0.14285714285714285,11,22,792,55,847,6.9444444444444448E-2,17,49,11,77,36.56,76036,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,0,0,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,52.99,110216,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,27.75,57716,"Bachelor's degree","<5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,4,1,8,43.52,90518,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,0,1,0,1,69.88,145355,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,3,7,2,12,40.04,83292,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,45.08,93764,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,38.36,79802,"High school diploma or equivalent","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,42.91,89252,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,15,4,2,21,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,20.6,42845,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,6,1,11,0,104735,"Master's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,12,2,19,33.03,68697,"High school diploma or equivalent","<5 years","None"]
["11-9061","Funeral Service Managers",11,"Management Occupations","11-9061 (Funeral Service Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,0,0,"Associate's degree","<5 years","None"]
["11-9071","Gaming Managers",11,"Management Occupations","11-9071 (Gaming Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,46.89,97519,"High school diploma or equivalent","<5 years","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,2,11,17.63,36660,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,3,5,2,10,58.44,121565,"Bachelor's degree","<5 years","None"]
["11-9131","Postmasters and Mail Superintendents",11,"Management Occupations","11-9131 (Postmasters and Mail Superintendents)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,36.81,76566,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,3,1,8,23.53,48938,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,5,2,10,30,62400,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,4,7,2,13,52.42,109032,"Bachelor's degree","<5 years","None"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",2530,2560,30,1.1857707509881422E-2,3,6,2536,15,2551,5.9148264984227126E-3,76,140,4,220,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Alpine, Inyo, and Mono","Central","Eastern Sierra Region","Middle Skill",10,10,0,0,0,0,10,0,10,0,0,1,0,1,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,8,2,14,24.33,50612,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,25.25,52521,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,6,1,9,30.47,63360,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,7,2,13,33.03,68687,"Bachelor's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,5,1,9,22.01,45785,"Bachelor's degree","None","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,23.47,48826,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",120,150,30,0.25,3,6,126,15,141,0.11904761904761904,4,9,4,17,25.76,53592,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,6,11,2,19,27.25,56675,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",200,240,40,0.2,4,8,208,20,228,9.6153846153846159E-2,6,13,3,22,31.38,65288,"Bachelor's degree","None","None"]
["13-2021","Appraisers and Assessors of Real Estate",13,"Business and Financial Operations Occupations","13-2021 (Appraisers and Assessors of Real Estate)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,0,3,26.47,55062,"Bachelor's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,2,0,3,41.47,86264,"Bachelor's degree","None","None"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,37.08,77125,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,0,2,0,2,42.37,88132,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,4,1,7,24.9,51789,"Some college, no degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,34.630000000000003,72027,"Bachelor's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,0,3,44.63,92824,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,47.43,98653,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,30.13,62675,"Associate's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,36.200000000000003,75297,"Associate's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,28.07,58379,"Associate's degree","None","None"]
["19-1029","Biological Scientists, All Other",19,"Life, Physical, and Social Science Occupations","19-1029 (Biological Scientists, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,31.35,65203,"Bachelor's degree","None","None"]
["19-1031","Conservation Scientists",19,"Life, Physical, and Social Science Occupations","19-1031 (Conservation Scientists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,0,0,"Bachelor's degree","None","None"]
["19-1032","Foresters",19,"Life, Physical, and Social Science Occupations","19-1032 (Foresters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,30.77,64005,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,4,1,6,0,0,"Bachelor's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,6,2,12,54.11,112554,"Doctoral or professional degree","None","Internship/residency"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,34.01,70737,"Master's degree","None","None"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,17.87,37176,"Bachelor's degree","None","None"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,0,0,"Associate's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",270,260,-10,-3.7037037037037035E-2,-1,-2,268,-5,263,-1.8656716417910446E-2,11,20,0,31,16.559999999999999,34455,"Associate's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,17.88,37186,"Associate's degree","None","None"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,31.74,66026,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,1,10,24.43,50824,"Bachelor's degree","None","None"]
["21-1023","Mental Health and Substance Abuse Social Workers",21,"Community and Social Service Occupations","21-1023 (Mental Health and Substance Abuse Social Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,2,11,39.42,81999,"Master's degree","None","Internship/residency"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,22.73,47260,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,6,1,11,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,9,15,2,26,17.61,36618,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,17.02,35409,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,0,5,20.94,43543,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,23.51,48895,"Bachelor's degree","None","Moderate-term on-the-job training"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,54.42,113184,"Doctoral or professional degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,3,5,1,9,20.69,43036,"Associate's degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",100,100,0,0,0,0,100,0,100,0,4,5,1,10,11.56,24046,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,0,4,0,55384,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",320,340,20,6.25E-2,2,4,324,10,334,3.0864197530864196E-2,11,12,2,25,0,71682,"Bachelor's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",470,510,40,8.5106382978723402E-2,4,8,478,20,498,4.1841004184100417E-2,16,18,4,38,0,55861,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",490,530,40,8.1632653061224483E-2,4,8,498,20,518,4.0160642570281124E-2,16,19,4,39,0,65650,"Bachelor's degree","None","None"]
["25-2032","Career/Technical Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2032 (Career/Technical Education Teachers, Secondary School)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","<5 years","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,0,4,0,70270,"Bachelor's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,0,63731,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,4,1,9,0,52520,"Bachelor's degree","None","None"]
["25-3011","Adult Basic and Secondary Education and Literacy Teachers and Instructors",25,"Education, Training, and Library Occupations","25-3011 (Adult Basic and Secondary Education and Literacy Teachers and Instructors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,3,2,0,5,0,0,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,10,8,2,20,11.44,23792,"High school diploma or equivalent","<5 years","None"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,12,9,2,23,16.920000000000002,35186,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,33.729999999999997,70169,"Master's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,5,3,0,8,18.97,39451,"Postsecondary non-degree award","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,2,0,5,43.7,90884,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",630,680,50,7.9365079365079361E-2,5,10,640,25,665,3.90625E-2,36,30,5,71,0,31317,"Some college, no degree","None","None"]
["27-1019","Artists and Related Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1019 (Artists and Related Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,17.64,36679,"No formal educational credential","None","Long-term on-the-job training"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,22.25,46275,"Bachelor's degree","None","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,34.29,71337,"Bachelor's degree","<5 years","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,34.9,72586,"Bachelor's degree","None","None"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,10,-10,-0.5,-1,-2,18,-5,13,-0.27777777777777779,1,1,-1,1,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,1,2,4,94.07,195671,"Doctoral or professional degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,25.96,53992,"Bachelor's degree","None","Internship/residency"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,2,2,0,4,66.02,137312,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1066","Psychiatrists",29,"Healthcare Practitioners and Technical Occupations","29-1066 (Psychiatrists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,0,1,1,2,54.28,112890,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,2,3,3,8,48.98,101882,"Doctoral or professional degree","None","None"]
["29-1125","Recreational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1125 (Recreational Therapists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,1,1,2,4,0,0,"Associate's degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,1,3,45.32,94266,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,0,0,0,0,46.2,96104,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",820,1030,210,0.25609756097560976,21,42,862,105,967,0.12180974477958237,26,20,20,66,50.95,105974,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,62.15,129259,"Master's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,2,2,6,39.74,82659,"Associate's degree","None","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,16.61,34546,"Postsecondary non-degree award","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,6,1,11,20.32,42264,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2053","Psychiatric Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2053 (Psychiatric Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,0,0,"Postsecondary non-degree award","<5 years","Short-term on-the-job training"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,7,7,2,16,27.29,56754,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,3,2,8,23.54,48966,"Postsecondary non-degree award","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,1,3,20.49,42619,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,2,3,2,7,0,0,"Postsecondary non-degree award","None","None"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",60,90,30,0.5,3,6,66,15,81,0.22727272727272727,4,4,4,12,13.89,28894,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",370,440,70,0.1891891891891892,7,14,384,35,419,9.1145833333333329E-2,25,21,7,53,15.27,31774,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,10,11,4,25,20.350000000000001,42328,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",260,350,90,0.34615384615384615,9,18,278,45,323,0.16187050359712229,13,18,9,40,17.27,35919,"Postsecondary non-degree award","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,2,2,1,5,19.22,39993,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9095","Pharmacy Aides",31,"Healthcare Support Occupations","31-9095 (Pharmacy Aides)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,3,3,-1,5,13.71,28513,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,1,3,17.940000000000001,37318,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,0,4,20.11,41834,"High school diploma or equivalent","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",190,180,-10,-5.2631578947368418E-2,-1,-2,188,-5,183,-2.6595744680851064E-2,6,6,0,12,0,0,"High school diploma or equivalent","<5 years","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,66.73,138791,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-1021","First-Line Supervisors of Fire Fighting and Prevention Workers",33,"Protective Service Occupations","33-1021 (First-Line Supervisors of Fire Fighting and Prevention Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,37.909999999999997,78864,"Postsecondary non-degree award","<5 years","Moderate-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,30.35,63126,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",490,550,60,0.12244897959183673,6,12,502,30,532,5.9760956175298807E-2,12,22,6,40,24.18,50289,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",1090,1060,-30,-2.7522935779816515E-2,-3,-6,1084,-15,1069,-1.3837638376383764E-2,38,48,-3,83,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,44.61,92791,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,8,13,3,24,41.72,86784,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9011","Animal Control Workers",33,"Protective Service Occupations","33-9011 (Animal Control Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,18,21,2,41,14.47,30097,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",160,160,0,0,0,0,160,0,160,0,23,17,0,40,20.04,41680,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,7,1,10,18.82,39149,"High school diploma or equivalent","≥5 years","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,15,31,5,51,15.29,31784,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",260,250,-10,-3.8461538461538464E-2,-1,-2,258,-5,253,-1.937984496124031E-2,15,20,0,35,11.53,23987,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,8,10,1,19,18.22,37894,"No formal educational credential","None","Short-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",580,680,100,0.17241379310344829,10,20,600,50,650,8.3333333333333329E-2,37,50,10,97,13.92,28956,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",360,410,50,0.1388888888888889,5,10,370,25,395,6.7567567567567571E-2,31,33,5,69,11.39,23668,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,14,33,3,50,12.7,26435,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",1060,1280,220,0.20754716981132076,22,44,1104,110,1214,9.9637681159420288E-2,103,108,22,233,11.45,23823,"No formal educational credential","None","Short-term on-the-job training"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,20,16,2,38,11.47,23843,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",850,960,110,0.12941176470588237,11,22,872,55,927,6.3073394495412841E-2,67,103,12,182,13.08,27227,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,25,22,4,51,11.3,23524,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,28,30,4,62,11.56,24039,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,13,12,1,26,11.45,23812,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,6,7,2,15,20.23,42091,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,1,10,25.18,52377,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",720,800,80,0.1111111111111111,8,16,736,40,776,5.434782608695652E-2,50,48,8,106,14.78,30745,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",840,1020,180,0.21428571428571427,18,36,876,90,966,0.10273972602739725,69,52,18,139,11.75,24419,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,11,1,16,18.78,39067,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",580,670,90,0.15517241379310345,9,18,598,45,643,7.5250836120401343E-2,29,44,8,81,17.03,35436,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,6,5,2,13,19.32,40178,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,8,9,2,19,11.57,24080,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,17,19,2,38,11.9,24748,"No formal educational credential","None","Short-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,28,21,4,53,13.85,28791,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",1420,1890,470,0.33098591549295775,47,94,1514,235,1749,0.15521796565389695,132,100,47,279,11.81,24553,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,7,11,1,19,15.11,31434,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",300,330,30,0.1,3,6,306,15,321,4.9019607843137254E-2,20,31,3,54,15.53,32309,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",590,650,60,0.10169491525423729,6,12,602,30,632,4.9833887043189369E-2,23,42,6,71,19.13,39793,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,28.26,58790,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",1650,1690,40,2.4242424242424242E-2,4,8,1658,20,1678,1.2062726176115802E-2,157,153,4,314,11.65,24245,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,9,13,2,24,13.26,27582,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,7,1,12,14.83,30857,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",950,1060,110,0.11578947368421053,11,22,972,55,1027,5.6584362139917695E-2,64,80,11,155,12.34,25692,"No formal educational credential","None","Short-term on-the-job training"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,2,-1,2,12.22,25423,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,1,8,25.98,54038,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,22.19,46146,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,5,13,2,20,20.5,42623,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,11,2,18,24.15,50237,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9011","Demonstrators and Product Promoters",41,"Sales and Related Occupations","41-9011 (Demonstrators and Product Promoters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,21,14,3,38,12.28,25547,"No formal educational credential","None","Short-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,0,2,0,0,"High school diploma or equivalent","<5 years","None"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,10,8,1,19,15.29,31807,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",400,440,40,0.1,4,8,408,20,428,4.9019607843137254E-2,16,24,4,44,24.31,50565,"High school diploma or equivalent","<5 years","None"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,18.41,38303,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,1,8,21.54,44792,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",670,690,20,2.9850746268656716E-2,2,4,674,10,684,1.483679525222552E-2,42,33,2,77,18.28,38037,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,70,0,0,0,0,70,0,70,0,3,4,0,7,24.71,51384,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,3,0,5,21.5,44700,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",160,130,-30,-0.1875,-3,-6,154,-15,139,-9.7402597402597407E-2,8,9,-3,14,13.21,27483,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",70,70,0,0,0,0,70,0,70,0,3,3,1,7,22.04,45847,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",350,390,40,0.11428571428571428,4,8,358,20,378,5.5865921787709494E-2,19,28,4,51,14.56,30278,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,3,1,7,18.899999999999999,39306,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,14.95,31097,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",310,380,70,0.22580645161290322,7,14,324,35,359,0.10802469135802469,19,34,7,60,12.85,26726,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,6,5,1,12,16.75,34833,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,23.15,48160,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,19.829999999999998,41230,"Associate's degree","None","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",310,340,30,9.6774193548387094E-2,3,6,316,15,331,4.746835443037975E-2,20,22,3,45,14.71,30595,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,10,0,17,16.170000000000002,33635,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,0,5,27.36,56912,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,4,0,7,24.91,51824,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,5,3,1,9,21.72,45171,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,3,1,8,20.2,41998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,1,6,24.26,50453,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",180,180,0,0,0,0,180,0,180,0,7,11,1,19,14.7,30575,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",620,670,50,8.0645161290322578E-2,5,10,630,25,655,3.968253968253968E-2,35,46,5,86,12.19,25354,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",170,150,-20,-0.11764705882352941,-2,-4,166,-10,156,-6.0240963855421686E-2,9,8,-3,14,25.8,53667,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,50,-20,-0.2857142857142857,-2,-4,66,-10,56,-0.15151515151515152,3,3,-1,5,18.23,37924,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",310,410,100,0.32258064516129031,10,20,330,50,380,0.15151515151515152,20,19,10,49,19.86,41312,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",660,640,-20,-3.0303030303030304E-2,-2,-4,656,-10,646,-1.524390243902439E-2,35,34,-2,67,17.47,36348,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,15.89,33031,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",930,960,30,3.2258064516129031E-2,3,6,936,15,951,1.6025641025641024E-2,56,54,4,114,17.059999999999999,35498,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,0,5,16.71,34741,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,2,0,3,26.16,54415,"High school diploma or equivalent","<5 years","None"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,9,27,3,39,12.75,26536,"No formal educational credential","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,90,0,0,0,0,90,0,90,0,3,10,0,13,20.47,42567,"No formal educational credential","None","Short-term on-the-job training"]
["45-2099","Agricultural Workers, All Other",45,"Farming, Fishing, and Forestry Occupations","45-2099 (Agricultural Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,2,0,3,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["45-4022","Logging Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-4022 (Logging Equipment Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",130,110,-20,-0.15384615384615385,-2,-4,126,-10,116,-7.9365079365079361E-2,4,11,-2,13,21.29,44277,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,5,10,3,18,34.44,71647,"High school diploma or equivalent","≥5 years","None"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",450,520,70,0.15555555555555556,7,14,464,35,499,7.5431034482758619E-2,17,27,6,50,26.47,55076,"High school diploma or equivalent","None","Apprenticeship"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",390,450,60,0.15384615384615385,6,12,402,30,432,7.4626865671641784E-2,15,28,6,49,21.71,45162,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",220,260,40,0.18181818181818182,4,8,228,20,248,8.771929824561403E-2,9,17,4,30,25.32,52674,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",180,230,50,0.27777777777777779,5,10,190,25,215,0.13157894736842105,7,15,5,27,31.23,64949,"High school diploma or equivalent","None","Apprenticeship"]
["47-2121","Glaziers",47,"Construction and Extraction Occupations","47-2121 (Glaziers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,2,11,16.93,35198,"High school diploma or equivalent","None","Apprenticeship"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,5,2,10,27.42,57041,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",180,230,50,0.27777777777777779,5,10,190,25,215,0.13157894736842105,7,14,6,27,31.17,64827,"High school diploma or equivalent","None","Apprenticeship"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,41.46,86233,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,6,8,1,15,25.24,52501,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",47,"Construction and Extraction Occupations","47-4071 (Septic Tank Servicers and Sewer Pipe Cleaners)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,2,2,0,4,18.010000000000002,37447,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,7,2,13,33.47,69614,"High school diploma or equivalent","<5 years","None"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",90,90,0,0,0,0,90,0,90,0,3,6,0,9,29.34,61033,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,0,1,0,1,25.7,53468,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,1,1,3,35.04,72874,"Postsecondary non-degree award","None","None"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,5,2,10,20.22,42063,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,12,3,21,19.39,40337,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,3,2,7,26.04,54148,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,27.33,56839,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3053","Outdoor Power Equipment and Other Small Engine Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3053 (Outdoor Power Equipment and Other Small Engine Mechanics)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,1,6,24.25,50431,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",650,730,80,0.12307692307692308,8,16,666,40,706,6.006006006006006E-2,28,38,8,74,19.489999999999998,40530,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,13.53,28140,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,6,2,12,18.5,38489,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,6,13,1,20,31.43,65374,"High school diploma or equivalent","<5 years","None"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,2,5,0,7,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,3,4,1,8,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,7,1,12,14.2,29529,"No formal educational credential","None","Long-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,18.8,39110,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,18.510000000000002,38496,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,14.72,30614,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6091","Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",51,"Production Occupations","51-6091 (Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,5,1,8,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,35.67,74187,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,6,11,1,18,27.78,57790,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,29.25,60840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,8,1,12,17.87,37185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,18.690000000000001,38885,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,90,0,0,0,0,90,0,90,0,5,9,0,14,13.7,28485,"High school diploma or equivalent","None","Short-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",1460,1400,-60,-4.1095890410958902E-2,-6,-12,1448,-30,1418,-2.0718232044198894E-2,42,79,-6,115,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",420,420,0,0,0,0,420,0,420,0,12,23,0,35,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",30,50,20,0.66666666666666663,2,4,34,10,44,0.29411764705882354,1,2,2,5,0,75965,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,14,7,1,22,22.23,46246,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Middle Skill",370,390,20,5.4054054054054057E-2,2,4,374,10,384,2.6737967914438502E-2,16,24,1,41,20.09,41794,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",170,170,0,0,0,0,170,0,170,0,7,11,1,19,13.11,27271,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,3,2,9,15.21,31630,"No formal educational credential","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,6,1,10,11.68,24296,"No formal educational credential","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",90,90,0,0,0,0,90,0,90,0,3,7,0,10,18.89,39294,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",340,370,30,8.8235294117647065E-2,3,6,346,15,361,4.3352601156069363E-2,18,30,3,51,17.149999999999999,35669,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",260,230,-30,-0.11538461538461539,-3,-6,254,-15,239,-5.905511811023622E-2,17,20,-3,34,10.84,22540,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Amador, Calaveras, Mariposa, and Tuolumne","Central","Mother Lode Region","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,23.89,49707,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",190,190,0,0,0,0,190,0,190,0,6,8,0,14,74.52,155010,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",1230,1390,160,0.13008130081300814,16,32,1262,80,1342,6.3391442155309036E-2,27,78,16,121,36.65,76229,"Bachelor's degree","≥5 years","None"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,0,41682,"Bachelor's degree","<5 years","None"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,1,4,46.34,96386,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,6,16,1,23,27.86,57950,"Bachelor's degree","<5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,2,0,3,49.55,103071,"Bachelor's degree","≥5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,14,11,4,29,0,0,"High school diploma or equivalent","<5 years","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,28.53,59338,"Bachelor's degree","None","None"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,0,1,0,1,43.95,91412,"Bachelor's degree","≥5 years","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,25.05,52114,"Associate's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,7,1,12,18.670000000000002,38831,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",720,770,50,6.9444444444444448E-2,5,10,730,25,755,3.4246575342465752E-2,23,28,5,56,0,74860,"Bachelor's degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,3,1,7,17.8,37024,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Butte","North Far North","Chico Metropolitan Statistical Area","Above Middle Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,1,2,-1,2,21.12,43939,"Bachelor's degree","<5 years","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,3,0,7,41.79,86904,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",460,510,50,0.10869565217391304,5,10,470,25,495,5.3191489361702128E-2,17,17,5,39,26.78,55698,"Postsecondary non-degree award","None","None"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,18,21,2,41,12.78,26569,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",2920,3350,430,0.14726027397260275,43,86,3006,215,3221,7.1523619427811047E-2,277,290,43,610,11.17,23236,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,9,10,1,20,20.73,43109,"High school diploma or equivalent","<5 years","None"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,22,24,2,48,11.14,23175,"No formal educational credential","None","Short-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,3,1,8,27.53,57272,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,4,0,8,20.77,43185,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,3,2,0,5,17.61,36614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",1290,1230,-60,-4.6511627906976744E-2,-6,-12,1278,-30,1248,-2.3474178403755867E-2,68,66,-6,128,16.97,35293,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-4011","Forest and Conservation Workers",45,"Farming, Fishing, and Forestry Occupations","45-4011 (Forest and Conservation Workers)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,3,8,-1,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,3,0,4,12.63,26271,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4031","Fence Erectors",47,"Construction and Extraction Occupations","47-4031 (Fence Erectors)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,1,7,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-9091","Coin, Vending, and Amusement Machine Servicers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9091 (Coin, Vending, and Amusement Machine Servicers and Repairers)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-3092","Food Batchmakers",51,"Production Occupations","51-3092 (Food Batchmakers)","Butte","North Far North","Chico Metropolitan Statistical Area","Below Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,8,13,2,23,13.34,27738,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-1023","Purchasing Agents, Except Wholesale, Retail, and Farm Products",13,"Business and Financial Operations Occupations","13-1023 (Purchasing Agents, Except Wholesale, Retail, and Farm Products)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",4370,4270,-100,-2.2883295194508008E-2,-10,-20,4350,-50,4300,-1.1494252873563218E-2,128,239,-10,357,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,0,3,0,39110,"Bachelor's degree","<5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",3300,3270,-30,-9.0909090909090905E-3,-3,-6,3294,-15,3279,-4.5537340619307837E-3,192,49,-3,238,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,4,1,8,41.92,87191,"Bachelor's degree","<5 years","None"]
["19-1023","Zoologists and Wildlife Biologists",19,"Life, Physical, and Social Science Occupations","19-1023 (Zoologists and Wildlife Biologists)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,0,2,0,2,32.33,67254,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,28.91,60126,"Master's degree","None","Internship/residency"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,1,0,2,47.41,98612,"Doctoral or professional degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,28.72,59730,"Bachelor's degree","None","Internship/residency"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,24.84,51657,"Postsecondary non-degree award","None","None"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,8,17,1,26,14.53,30231,"High school diploma or equivalent","<5 years","None"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,5,4,0,9,11.48,23864,"No formal educational credential","None","Short-term on-the-job training"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",700,750,50,7.1428571428571425E-2,5,10,710,25,735,3.5211267605633804E-2,46,58,5,109,11.67,24276,"No formal educational credential","None","Short-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,22.83,47474,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,1,7,12.43,25856,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,4,0,7,10.52,21884,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,4,0,6,13.18,27429,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,8,16,3,27,24.3,50543,"High school diploma or equivalent","<5 years","None"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Below Middle Skill",650,670,20,3.0769230769230771E-2,2,4,654,10,664,1.5290519877675841E-2,31,44,3,78,15.89,33040,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",250,280,30,0.12,3,6,256,15,271,5.859375E-2,8,13,2,23,35.74,74341,"Bachelor's degree","<5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",2120,2310,190,8.9622641509433956E-2,19,38,2158,95,2253,4.4022242817423542E-2,129,33,20,182,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,9,15,3,27,33.78,70259,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,1,4,24.08,50081,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,2,7,0,9,30.26,62949,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,5,1,9,27.98,58186,"Associate's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,14,27,2,43,16.03,33348,"Associate's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,6,1,11,30.54,63518,"Bachelor's degree","None","Short-term on-the-job training"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,4,8,2,14,25.88,53830,"Associate's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Colusa, Glenn, and Tehama","North Far North","North Valley Region","Above Middle Skill",90,90,0,0,0,0,90,0,90,0,3,6,1,10,0,0,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,9,2,17,0,40771,"Bachelor's degree","None","None"]
["27-3043","Writers and Authors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3043 (Writers and Authors)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,30.91,64299,"Bachelor's degree","None","Long-term on-the-job training"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,1,2,5,43.79,91087,"Doctoral or professional degree","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,31.29,65071,"Bachelor's degree","None","None"]
["31-9093","Medical Equipment Preparers",31,"Healthcare Support Occupations","31-9093 (Medical Equipment Preparers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,0,4,20.059999999999999,41721,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",540,570,30,5.5555555555555552E-2,3,6,546,15,561,2.7472527472527472E-2,13,22,3,38,41.61,86537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",630,650,20,3.1746031746031744E-2,2,4,634,10,644,1.5772870662460567E-2,47,51,3,101,11.98,24923,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,6,1,9,17.260000000000002,35899,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",840,890,50,5.9523809523809521E-2,5,10,850,25,875,2.9411764705882353E-2,70,53,5,128,11.92,24790,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",60,60,0,0,0,0,60,0,60,0,3,2,0,5,0,0,"High school diploma or equivalent","<5 years","None"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",420,390,-30,-7.1428571428571425E-2,-3,-6,414,-15,399,-3.6231884057971016E-2,21,26,-3,44,12.81,26634,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,6,8,1,15,18.05,37545,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",390,320,-70,-0.17948717948717949,-7,-14,376,-35,341,-9.3085106382978719E-2,19,18,-7,30,22.6,47024,"High school diploma or equivalent","<5 years","None"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,6,13,2,21,33.06,68766,"High school diploma or equivalent","≥5 years","None"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,7,2,13,22.67,47137,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",760,820,60,7.8947368421052627E-2,6,12,772,30,802,3.8860103626943004E-2,25,48,6,79,20.99,43658,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-9044","Millwrights",49,"Installation, Maintenance, and Repair Occupations","49-9044 (Millwrights)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,23.25,48359,"High school diploma or equivalent","None","Apprenticeship"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,3,1,5,0,0,"Bachelor's degree","None","None"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",120,120,0,0,0,0,120,0,120,0,8,8,1,17,11.69,24299,"No formal educational credential","None","Short-term on-the-job training"]
["53-3011","Ambulance Drivers and Attendants, Except Emergency Medical Technicians",53,"Transportation and Material Moving Occupations","53-3011 (Ambulance Drivers and Attendants, Except Emergency Medical Technicians)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Below Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,5,4,1,10,13.25,27560,"No formal educational credential","None","Short-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",16040,18360,2320,0.14463840399002495,232,464,16504,1160,17664,7.028599127484246E-2,356,1026,232,1614,48.66,101214,"Bachelor's degree","≥5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",1390,1530,140,0.10071942446043165,14,28,1418,70,1488,4.9365303244005641E-2,41,66,14,121,0,113257,"Master's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",1820,2360,540,0.2967032967032967,54,108,1928,270,2198,0.14004149377593361,69,109,53,231,0,0,"Bachelor's degree","<5 years","None"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",360,400,40,0.1111111111111111,4,8,368,20,388,5.434782608695652E-2,9,26,4,39,40.369999999999997,83966,"Bachelor's degree","None","None"]
["13-2061","Financial Examiners",13,"Business and Financial Operations Occupations","13-2061 (Financial Examiners)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,10,16,4,30,41.47,86252,"Bachelor's degree","None","Long-term on-the-job training"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",790,900,110,0.13924050632911392,11,22,812,55,867,6.7733990147783252E-2,16,43,11,70,0,0,"Associate's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",1400,1610,210,0.15,21,42,1442,105,1547,7.281553398058252E-2,29,70,21,120,44.89,93372,"Bachelor's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",620,700,80,0.12903225806451613,8,16,636,40,676,6.2893081761006289E-2,15,27,8,50,40.299999999999997,83827,"Bachelor's degree","None","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",120,120,0,0,0,0,120,0,120,0,4,6,0,10,27.05,56267,"Associate's degree","None","None"]
["19-1021","Biochemists and Biophysicists",19,"Life, Physical, and Social Science Occupations","19-1021 (Biochemists and Biophysicists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,6,18,3,27,32.89,68422,"Doctoral or professional degree","None","None"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",460,500,40,8.6956521739130432E-2,4,8,468,20,488,4.2735042735042736E-2,10,33,4,47,48.56,101009,"Bachelor's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,10,18,3,31,25.31,52642,"Associate's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",2260,2840,580,0.25663716814159293,58,116,2376,290,2666,0.12205387205387205,92,162,59,313,22.4,46590,"Bachelor's degree","None","None"]
["21-2099","Religious Workers, All Other",21,"Community and Social Service Occupations","21-2099 (Religious Workers, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,10,10,1,21,15.4,32048,"Bachelor's degree","None","None"]
["21-1011","Substance Abuse and Behavioral Disorder Counselors",21,"Community and Social Service Occupations","21-1011 (Substance Abuse and Behavioral Disorder Counselors)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,0,0,"Bachelor's degree","None","None"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",400,480,80,0.2,8,16,416,40,456,9.6153846153846159E-2,16,29,8,53,0,0,"Master's degree","None","Internship/residency"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",3280,3610,330,0.10060975609756098,33,66,3346,165,3511,4.9312612074118349E-2,114,128,33,275,0,74190,"Bachelor's degree","None","None"]
["27-1021","Commercial and Industrial Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1021 (Commercial and Industrial Designers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,6,1,11,31.13,64756,"Bachelor's degree","None","None"]
["27-3011","Radio and Television Announcers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3011 (Radio and Television Announcers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",350,320,-30,-8.5714285714285715E-2,-3,-6,344,-15,329,-4.3604651162790699E-2,14,18,-3,29,24.47,50905,"Bachelor's degree","None","None"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",970,1220,250,0.25773195876288657,25,50,1020,125,1145,0.12254901960784313,50,48,25,123,24.32,50580,"Bachelor's degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",810,1050,240,0.29629629629629628,24,48,858,120,978,0.13986013986013987,22,21,24,67,44.84,93271,"Associate's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,7,6,4,17,32.71,68036,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",2320,2710,390,0.16810344827586207,39,78,2398,195,2593,8.1317764804003337E-2,82,111,39,232,20.149999999999999,41908,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",330,370,40,0.12121212121212122,4,8,338,20,358,5.9171597633136092E-2,8,10,5,23,46.6,96926,"Postsecondary non-degree award","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",400,420,20,0.05,2,4,404,10,414,2.4752475247524754E-2,11,13,2,26,69.38,144315,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",5510,6460,950,0.17241379310344829,95,190,5700,475,6175,8.3333333333333329E-2,268,571,95,934,13.47,28040,"High school diploma or equivalent","<5 years","None"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",6340,7730,1390,0.21924290220820189,139,278,6618,695,7313,0.10501662133575099,412,563,138,1113,13.14,27330,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",9760,11220,1460,0.14959016393442623,146,292,10052,730,10782,7.2622363708714679E-2,490,749,146,1385,15,31188,"No formal educational credential","None","Short-term on-the-job training"]
["39-3011","Gaming Dealers",39,"Personal Care and Service Occupations","39-3011 (Gaming Dealers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",1810,2060,250,0.13812154696132597,25,50,1860,125,1985,6.7204301075268813E-2,114,172,25,311,10.75,22362,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-1014","Mental Health Counselors",21,"Community and Social Service Occupations","21-1014 (Mental Health Counselors)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",710,810,100,0.14084507042253522,10,20,730,50,780,6.8493150684931503E-2,28,50,10,88,0,0,"Master's degree","None","Internship/residency"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",220,200,-20,-9.0909090909090912E-2,-2,-4,216,-10,206,-4.6296296296296294E-2,11,12,-2,21,18.95,39410,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",670,770,100,0.14925373134328357,10,20,690,50,740,7.2463768115942032E-2,38,55,10,103,19.600000000000001,40753,"High school diploma or equivalent","None","None"]
["43-3041","Gaming Cage Workers",43,"Office and Administrative Support Occupations","43-3041 (Gaming Cage Workers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",430,500,70,0.16279069767441862,7,14,444,35,479,7.8828828828828829E-2,28,43,6,77,12.65,26327,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",6730,7510,780,0.11589895988112928,78,156,6886,390,7276,5.6636654080743538E-2,443,472,78,993,14.52,30206,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",1110,1100,-10,-9.0090090090090089E-3,-1,-2,1108,-5,1103,-4.5126353790613718E-3,47,31,-1,77,28.18,58601,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",1840,1540,-300,-0.16304347826086957,-30,-60,1780,-150,1630,-8.4269662921348312E-2,91,88,-30,149,25.03,52050,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2042","Floor Layers, Except Carpet, Wood, and Hard Tiles",47,"Construction and Extraction Occupations","47-2042 (Floor Layers, Except Carpet, Wood, and Hard Tiles)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",210,270,60,0.2857142857142857,6,12,222,30,252,0.13513513513513514,8,12,6,26,15.23,31676,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",2110,2480,370,0.17535545023696683,37,74,2184,185,2369,8.4706959706959711E-2,88,161,37,286,33.42,69509,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",680,810,130,0.19117647058823528,13,26,706,65,771,9.2067988668555242E-2,26,42,13,81,19.82,41213,"No formal educational credential","None","Long-term on-the-job training"]
["49-3041","Farm Equipment Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3041 (Farm Equipment Mechanics and Service Technicians)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,8,2,14,22.6,46988,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,5,10,3,18,28.71,59713,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",920,1030,110,0.11956521739130435,11,22,942,55,997,5.8386411889596604E-2,24,72,11,107,26.7,55529,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",1440,1680,240,0.16666666666666666,24,48,1488,120,1608,8.0645161290322578E-2,42,122,24,188,19.3,40144,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,7,6,-1,12,14.36,29867,"No formal educational credential","None","Short-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,7,15,3,25,20.18,41976,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",1950,2240,290,0.14871794871794872,29,58,2008,145,2153,7.2211155378486061E-2,89,132,29,250,20.28,42166,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Below Middle Skill",1130,1310,180,0.15929203539823009,18,36,1166,90,1256,7.7186963979416809E-2,66,133,17,216,12.9,26826,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",730,700,-30,-4.1095890410958902E-2,-3,-6,724,-15,709,-2.0718232044198894E-2,21,29,-3,47,80.709999999999994,167890,"Bachelor's degree","≥5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,4,1,7,58.56,121800,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",1000,1110,110,0.11,11,22,1022,55,1077,5.3816046966731895E-2,44,35,11,90,26.75,55644,"High school diploma or equivalent","<5 years","None"]
["13-1075","Labor Relations Specialists",13,"Business and Financial Operations Occupations","13-1075 (Labor Relations Specialists)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",150,140,-10,-6.6666666666666666E-2,-1,-2,148,-5,143,-3.3783783783783786E-2,4,10,-1,13,42.62,88650,"Bachelor's degree","<5 years","None"]
["13-2081","Tax Examiners and Collectors, and Revenue Agents",13,"Business and Financial Operations Occupations","13-2081 (Tax Examiners and Collectors, and Revenue Agents)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",1780,1690,-90,-5.0561797752808987E-2,-9,-18,1762,-45,1717,-2.553916004540295E-2,52,67,-8,111,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",530,560,30,5.6603773584905662E-2,3,6,536,15,551,2.7985074626865673E-2,8,26,4,38,37,76962,"Bachelor's degree","None","None"]
["17-1012","Landscape Architects",17,"Architecture and Engineering Occupations","17-1012 (Landscape Architects)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",70,70,0,0,0,0,70,0,70,0,2,3,0,5,0,0,"Bachelor's degree","None","Internship/residency"]
["19-2031","Chemists",19,"Life, Physical, and Social Science Occupations","19-2031 (Chemists)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",110,110,0,0,0,0,110,0,110,0,3,7,0,10,19.48,40517,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",240,250,10,4.1666666666666664E-2,1,2,242,5,247,2.0661157024793389E-2,10,18,1,29,0,0,"Associate's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",440,510,70,0.15909090909090909,7,14,454,35,489,7.7092511013215861E-2,17,30,7,54,32.229999999999997,67041,"Master's degree","None","Internship/residency"]
["21-2099","Religious Workers, All Other",21,"Community and Social Service Occupations","21-2099 (Religious Workers, All Other)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,4,4,0,8,0,0,"Bachelor's degree","None","None"]
["25-1011","Business Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1011 (Business Teachers, Postsecondary)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["25-2051","Special Education Teachers, Preschool",25,"Education, Training, and Library Occupations","25-2051 (Special Education Teachers, Preschool)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",230,240,10,4.3478260869565216E-2,1,2,232,5,237,2.1551724137931036E-2,8,9,1,18,0,0,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,11,8,2,21,36.19,75277,"Master's degree","None","None"]
["27-4011","Audio and Video Equipment Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4011 (Audio and Video Equipment Technicians)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,7,15,3,25,25.73,53525,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",780,830,50,6.4102564102564097E-2,5,10,790,25,815,3.1645569620253167E-2,18,15,5,38,69.81,145222,"Doctoral or professional degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",380,470,90,0.23684210526315788,9,18,398,45,443,0.11306532663316583,10,10,9,29,40.11,83441,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",1430,1610,180,0.12587412587412589,18,36,1466,90,1556,6.1391541609822645E-2,54,53,18,125,24.02,49941,"Postsecondary non-degree award","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",220,300,80,0.36363636363636365,8,16,236,40,276,0.16949152542372881,12,19,8,39,16.03,33327,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",380,460,80,0.21052631578947367,8,16,396,40,436,0.10101010101010101,18,24,8,50,18.39,38264,"Postsecondary non-degree award","None","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",2810,2770,-40,-1.4234875444839857E-2,-4,-8,2802,-20,2782,-7.1377587437544609E-3,163,223,-4,382,11.31,23524,"No formal educational credential","None","Short-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",330,380,50,0.15151515151515152,5,10,340,25,365,7.3529411764705885E-2,27,25,5,57,11.82,24594,"No formal educational credential","None","Short-term on-the-job training"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",580,630,50,8.6206896551724144E-2,5,10,590,25,615,4.2372881355932202E-2,20,36,5,61,18.34,38151,"High school diploma or equivalent","<5 years","None"]
["39-4021","Funeral Attendants",39,"Personal Care and Service Occupations","39-4021 (Funeral Attendants)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",170,170,0,0,0,0,170,0,170,0,15,10,0,25,14.02,29151,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",9640,10010,370,3.8381742738589214E-2,37,74,9714,185,9899,1.9044677784640723E-2,622,780,37,1439,11.66,24256,"No formal educational credential","None","Short-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",3570,3840,270,7.5630252100840331E-2,27,54,3624,135,3759,3.7251655629139076E-2,122,248,28,398,28.62,59513,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",4640,4660,20,4.3103448275862068E-3,2,4,4644,10,4654,2.1533161068044791E-3,288,224,2,514,19.91,41415,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",2060,2250,190,9.2233009708737865E-2,19,38,2098,95,2193,4.5281220209723548E-2,134,143,18,295,14.07,29285,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",150,150,0,0,0,0,150,0,150,0,8,4,0,12,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",4880,4630,-250,-5.1229508196721313E-2,-25,-50,4830,-125,4705,-2.5879917184265012E-2,256,249,-25,480,17.100000000000001,35570,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",1900,2220,320,0.16842105263157894,32,64,1964,160,2124,8.1466395112016296E-2,71,114,32,217,22.06,45885,"High school diploma or equivalent","None","Apprenticeship"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,8,16,4,28,20.38,42384,"No formal educational credential","None","Short-term on-the-job training"]
["47-2221","Structural Iron and Steel Workers",47,"Construction and Extraction Occupations","47-2221 (Structural Iron and Steel Workers)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,5,12,4,21,17.940000000000001,37315,"High school diploma or equivalent","None","Apprenticeship"]
["49-3053","Outdoor Power Equipment and Other Small Engine Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3053 (Outdoor Power Equipment and Other Small Engine Mechanics)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,6,1,11,15.12,31461,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",870,1080,210,0.2413793103448276,21,42,912,105,1017,0.11513157894736842,27,66,21,114,18.989999999999998,39514,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["51-3023","Slaughterers and Meat Packers",51,"Production Occupations","51-3023 (Slaughterers and Meat Packers)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",1410,1550,140,9.9290780141843976E-2,14,28,1438,70,1508,4.8678720445062586E-2,66,113,13,192,13.89,28895,"No formal educational credential","None","Short-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",400,420,20,0.05,2,4,404,10,414,2.4752475247524754E-2,19,23,2,44,14.8,30788,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9121 (Coating, Painting, and Spraying Machine Setters, Operators, and Tenders)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",100,100,0,0,0,0,100,0,100,0,3,8,0,11,15.06,31321,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",460,500,40,8.6956521739130432E-2,4,8,468,20,488,4.2735042735042736E-2,19,35,5,59,12.38,25763,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Fresno","Central","Fresno Metropolitan Statistical Area","Below Middle Skill",320,380,60,0.1875,6,12,332,30,362,9.036144578313253E-2,21,14,5,40,11.61,24141,"No formal educational credential","None","Short-term on-the-job training"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",1900,2120,220,0.11578947368421053,22,44,1944,110,2054,5.6584362139917695E-2,117,30,23,170,48.33,100520,"High school diploma or equivalent","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,27.55,57287,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,1,5,25.38,52796,"Bachelor's degree","<5 years","None"]
["25-1022","Mathematical Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1022 (Mathematical Science Teachers, Postsecondary)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,1,5,0,0,"Doctoral or professional degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,5,2,9,23.49,48864,"Associate's degree","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Above Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,5,4,1,10,41.84,87015,"Master's degree","≥5 years","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Above Middle Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,2,2,3,7,58.39,121450,"Master's degree","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,14.76,30714,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,0,2,68.88,143276,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,6,5,1,12,11.63,24203,"No formal educational credential","None","Short-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",550,630,80,0.14545454545454545,8,16,566,40,606,7.0671378091872794E-2,48,36,8,92,11,22866,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",1940,2080,140,7.2164948453608241E-2,14,28,1968,70,2038,3.556910569105691E-2,189,184,14,387,11.04,22964,"No formal educational credential","None","Short-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,8,10,2,20,18.55,38579,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",160,160,0,0,0,0,160,0,160,0,5,6,0,11,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,2,1,5,13.18,27412,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",350,410,60,0.17142857142857143,6,12,362,30,392,8.2872928176795577E-2,14,43,5,62,11.75,24429,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",140,180,40,0.2857142857142857,4,8,148,20,168,0.13513513513513514,5,9,3,17,16.75,34833,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Below Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,4,6,1,11,13.08,27206,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,3,5,0,8,15.21,31648,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",100,100,0,0,0,0,100,0,100,0,2,6,0,8,44.45,92447,"Bachelor's degree","≥5 years","None"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,5,3,11,21.3,44294,"Bachelor's degree","<5 years","None"]
["11-9061","Funeral Service Managers",11,"Management Occupations","11-9061 (Funeral Service Managers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,19.190000000000001,39916,"Associate's degree","<5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,6,1,10,21.79,45315,"Bachelor's degree","None","None"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,16,14,2,32,19.41,40375,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",200,260,60,0.3,6,12,212,30,242,0.14150943396226415,3,11,6,20,51.21,106512,"Bachelor's degree","None","None"]
["17-2171","Petroleum Engineers",17,"Architecture and Engineering Occupations","17-2171 (Petroleum Engineers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",850,850,0,0,0,0,850,0,850,0,15,39,0,54,59.23,123207,"Bachelor's degree","None","None"]
["17-3026","Industrial Engineering Technicians",17,"Architecture and Engineering Occupations","17-3026 (Industrial Engineering Technicians)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,2,8,44.4,92336,"Associate's degree","None","None"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",110,170,60,0.54545454545454541,6,12,122,30,152,0.24590163934426229,6,10,6,22,26.74,55607,"Associate's degree","None","None"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,4,7,1,12,22.48,46752,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1032","Engineering Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1032 (Engineering Teachers, Postsecondary)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",490,580,90,0.18367346938775511,9,18,508,45,553,8.8582677165354326E-2,20,20,9,49,0,143201,"Doctoral or professional degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",4960,5540,580,0.11693548387096774,58,116,5076,290,5366,5.7131599684791173E-2,173,194,58,425,0,76658,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,4,10,1,15,40.119999999999997,83461,"Bachelor's degree","None","None"]
["27-4099","Media and Communication Equipment Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4099 (Media and Communication Equipment Workers, All Other)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,0,6,39,81116,"High school diploma or equivalent","None","Short-term on-the-job training"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",70,110,40,0.5714285714285714,4,8,78,20,98,0.25641025641025639,2,3,4,9,59.02,122750,"Master's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",750,890,140,0.18666666666666668,14,28,778,70,848,8.9974293059125965E-2,26,36,14,76,17.53,36455,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,16.68,34699,"High school diploma or equivalent","None","Long-term on-the-job training"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",130,170,40,0.30769230769230771,4,8,138,20,158,0.14492753623188406,7,11,4,22,12.49,25973,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9021","Private Detectives and Investigators",33,"Protective Service Occupations","33-9021 (Private Detectives and Investigators)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,2,1,6,0,0,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",1410,1720,310,0.21985815602836881,31,62,1472,155,1627,0.10529891304347826,92,125,31,248,13.19,27433,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",1010,1150,140,0.13861386138613863,14,28,1038,70,1108,6.7437379576107903E-2,80,86,14,180,11.24,23380,"No formal educational credential","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",410,420,10,2.4390243902439025E-2,1,2,412,5,417,1.2135922330097087E-2,27,42,2,71,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Kern","Central","Bakersfield Metropolitan Statistical Area","Above Middle Skill",290,280,-10,-3.4482758620689655E-2,-1,-2,288,-5,283,-1.7361111111111112E-2,7,19,0,26,23.59,49069,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",350,400,50,0.14285714285714285,5,10,360,25,385,6.9444444444444448E-2,19,15,4,38,37.549999999999997,78118,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",400,410,10,2.5000000000000001E-2,1,2,402,5,407,1.2437810945273632E-2,22,40,2,64,11.67,24280,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,10,9,3,22,13.54,28169,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5053","Postal Service Mail Sorters, Processors, and Processing Machine Operators",43,"Office and Administrative Support Occupations","43-5053 (Postal Service Mail Sorters, Processors, and Processing Machine Operators)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,7,5,2,14,21.34,44383,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",300,290,-10,-3.3333333333333333E-2,-1,-2,298,-5,293,-1.6778523489932886E-2,15,19,0,34,14.01,29152,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",1090,1280,190,0.1743119266055046,19,38,1128,95,1223,8.4219858156028365E-2,45,83,19,147,23.19,48236,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",170,240,70,0.41176470588235292,7,14,184,35,219,0.19021739130434784,7,12,7,26,24.01,49936,"No formal educational credential","None","Long-term on-the-job training"]
["47-5011","Derrick Operators, Oil and Gas",47,"Construction and Extraction Occupations","47-5011 (Derrick Operators, Oil and Gas)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,6,23,3,32,24.75,51483,"No formal educational credential","None","Short-term on-the-job training"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",90,120,30,0.33333333333333331,3,6,96,15,111,0.15625,3,7,2,12,19.09,39717,"Some college, no degree","None","Short-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",320,350,30,9.375E-2,3,6,326,15,341,4.6012269938650305E-2,8,18,3,29,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",540,560,20,3.7037037037037035E-2,2,4,544,10,554,1.8382352941176471E-2,35,41,2,78,13.35,27748,"No formal educational credential","None","Long-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,8,17,2,27,19.5,40553,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Kern","Central","Bakersfield Metropolitan Statistical Area","Middle Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,3,6,3,12,0,120889,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Kern","Central","Bakersfield Metropolitan Statistical Area","Below Middle Skill",1850,2150,300,0.16216216216216217,30,60,1910,150,2060,7.8534031413612565E-2,85,126,30,241,14.44,30039,"High school diploma or equivalent","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,2,4,0,6,77.45,161103,"Bachelor's degree","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,2,7,44.74,93069,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,6,1,11,53.97,112247,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",340,350,10,2.9411764705882353E-2,1,2,342,5,347,1.4619883040935672E-2,11,20,1,32,28.59,59461,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,8,13,3,24,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",70,70,0,0,0,0,70,0,70,0,2,3,0,5,0,68585,"Bachelor's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,2,1,0,3,19.96,41533,"Postsecondary non-degree award","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,1,4,14.15,29449,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",130,130,0,0,0,0,130,0,130,0,3,6,1,10,24.04,50001,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,2,2,0,4,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",220,230,10,4.5454545454545456E-2,1,2,222,5,227,2.2522522522522521E-2,18,14,1,33,11.54,23998,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,18.5,38481,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,14,21,3,38,23.66,49204,"High school diploma or equivalent","<5 years","None"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",20,20,0,0,0,0,20,0,20,0,1,1,0,2,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",950,980,30,3.1578947368421054E-2,3,6,956,15,971,1.5690376569037656E-2,56,55,3,114,16.829999999999998,35007,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2099","Agricultural Workers, All Other",45,"Farming, Fishing, and Forestry Occupations","45-2099 (Agricultural Workers, All Other)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,7,1,10,15.03,31269,"No formal educational credential","None","Short-term on-the-job training"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,1,4,0,5,18.41,38292,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-5112","Printing Press Operators",51,"Production Occupations","51-5112 (Printing Press Operators)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",20,30,10,0.5,1,2,22,5,27,0.22727272727272727,1,2,0,3,14.99,31188,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,8,1,13,14.47,30113,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Kings","Central","Hanford-Corcoran Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,4,1,8,15.29,31785,"No formal educational credential","None","Short-term on-the-job training"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,6,14,2,22,26.44,55011,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,6,10,3,19,24.41,50775,"Bachelor's degree","<5 years","None"]
["13-1131","Fundraisers",13,"Business and Financial Operations Occupations","13-1131 (Fundraisers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,2,4,1,7,22.03,45825,"Bachelor's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,2,5,2,9,41.1,85482,"Bachelor's degree","None","None"]
["19-2031","Chemists",19,"Life, Physical, and Social Science Occupations","19-2031 (Chemists)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",1290,1440,150,0.11627906976744186,15,30,1320,75,1395,5.6818181818181816E-2,55,102,16,173,17.100000000000001,35572,"Associate's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",530,520,-10,-1.8867924528301886E-2,-1,-2,528,-5,523,-9.46969696969697E-3,16,20,-2,34,0,63589,"Bachelor's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,25.24,52510,"Master's degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,2,1,2,5,0,0,"Doctoral or professional degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,2,1,5,44.41,92367,"Associate's degree","None","None"]
["31-9011","Massage Therapists",31,"Healthcare Support Occupations","31-9011 (Massage Therapists)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,4,2,1,7,29.53,61419,"Postsecondary non-degree award","None","None"]
["33-1011","First-Line Supervisors of Correctional Officers",33,"Protective Service Occupations","33-1011 (First-Line Supervisors of Correctional Officers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",200,190,-10,-0.05,-1,-2,198,-5,193,-2.5252525252525252E-2,6,7,0,13,47.17,98109,"High school diploma or equivalent","<5 years","None"]
["35-1011","Chefs and Head Cooks",35,"Food Preparation and Serving Related Occupations","35-1011 (Chefs and Head Cooks)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,7,1,10,36.43,75788,"High school diploma or equivalent","≥5 years","None"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",930,1120,190,0.20430107526881722,19,38,968,95,1063,9.8140495867768601E-2,76,57,19,152,11.66,24255,"No formal educational credential","None","Short-term on-the-job training"]
["39-3031","Ushers, Lobby Attendants, and Ticket Takers",39,"Personal Care and Service Occupations","39-3031 (Ushers, Lobby Attendants, and Ticket Takers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,4,3,0,7,11.95,24851,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",460,520,60,0.13043478260869565,6,12,472,30,502,6.3559322033898302E-2,26,36,6,68,13.21,27489,"No formal educational credential","None","Short-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",1020,1060,40,3.9215686274509803E-2,4,8,1028,20,1048,1.9455252918287938E-2,64,50,4,118,18.03,37494,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",160,210,50,0.3125,5,10,170,25,195,0.14705882352941177,6,10,5,21,19.079999999999998,39695,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,13.8,28702,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-4011","Forest and Conservation Workers",45,"Farming, Fishing, and Forestry Occupations","45-4011 (Forest and Conservation Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",150,140,-10,-6.6666666666666666E-2,-1,-2,148,-5,143,-3.3783783783783786E-2,6,16,-1,21,11.1,23105,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",470,580,110,0.23404255319148937,11,22,492,55,547,0.11178861788617886,18,26,11,55,19.690000000000001,40938,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",47,"Construction and Extraction Occupations","47-4071 (Septic Tank Servicers and Sewer Pipe Cleaners)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,19.38,40297,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,4,6,1,11,16.7,34721,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-7041","Sawing Machine Setters, Operators, and Tenders, Wood",51,"Production Occupations","51-7041 (Sawing Machine Setters, Operators, and Tenders, Wood)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Below Middle Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,12,21,4,37,21.96,45671,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9071","Jewelers and Precious Stone and Metal Workers",51,"Production Occupations","51-9071 (Jewelers and Precious Stone and Metal Workers)","Lassen, Modoc, Nevada, Plumas, Sierra, Siskiyou and Trinity","North Far North","Northern Mountain Region","Middle Skill",30,20,-10,-0.33333333333333331,-1,-2,28,-5,23,-0.17857142857142858,2,1,-1,2,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",70550,76740,6190,8.7739192062367119E-2,619,1238,71788,3095,74883,4.3113055106703067E-2,1527,4393,619,6539,55.26,114941,"Bachelor's degree","≥5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",10400,11660,1260,0.12115384615384615,126,252,10652,630,11282,5.9143822756289897E-2,330,539,126,995,49.57,103112,"Bachelor's degree","<5 years","None"]
["11-3111","Compensation and Benefits Managers",11,"Management Occupations","11-3111 (Compensation and Benefits Managers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",360,380,20,5.5555555555555552E-2,2,4,364,10,374,2.7472527472527472E-2,8,17,2,27,70.19,145988,"Bachelor's degree","≥5 years","None"]
["25-1054","Physics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1054 (Physics Teachers, Postsecondary)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,0,0,"Doctoral or professional degree","None","None"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",5070,5620,550,0.10848126232741617,55,110,5180,275,5455,5.3088803088803087E-2,168,347,55,570,30.83,64135,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",24000,29950,5950,0.24791666666666667,595,1190,25190,2975,28165,0.11810242159587138,716,1851,595,3162,30.82,64115,"Bachelor's degree","None","None"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",7170,8490,1320,0.18410041841004185,132,264,7434,660,8094,8.8781275221953185E-2,146,397,132,675,33.229999999999997,69103,"Associate's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",6870,7500,630,9.1703056768558958E-2,63,126,6996,315,7311,4.502572898799314E-2,139,333,63,535,37.97,78963,"Bachelor's degree","None","None"]
["17-2031","Biomedical Engineers",17,"Architecture and Engineering Occupations","17-2031 (Biomedical Engineers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",710,720,10,1.4084507042253521E-2,1,2,712,5,717,7.0224719101123594E-3,16,31,1,48,45.33,94296,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1810,1950,140,7.7348066298342538E-2,14,28,1838,70,1908,3.8084874863982592E-2,60,99,14,173,35.479999999999997,73794,"Associate's degree","None","None"]
["17-3029","Engineering Technicians, Except Drafters, All Other",17,"Architecture and Engineering Occupations","17-3029 (Engineering Technicians, Except Drafters, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1900,2000,100,5.2631578947368418E-2,10,20,1920,50,1970,2.6041666666666668E-2,62,103,10,175,35.99,74860,"Associate's degree","None","None"]
["19-2012","Physicists",19,"Life, Physical, and Social Science Occupations","19-2012 (Physicists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",390,470,80,0.20512820512820512,8,16,406,40,446,9.8522167487684734E-2,9,24,7,40,39.549999999999997,82263,"Doctoral or professional degree","None","None"]
["19-4061","Social Science Research Assistants",19,"Life, Physical, and Social Science Occupations","19-4061 (Social Science Research Assistants)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1120,1250,130,0.11607142857142858,13,26,1146,65,1211,5.6719022687609075E-2,48,88,13,149,26,54074,"Bachelor's degree","None","None"]
["21-1019","Counselors, All Other",21,"Community and Social Service Occupations","21-1019 (Counselors, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",380,460,80,0.21052631578947367,8,16,396,40,436,0.10101010101010101,15,27,8,50,20.41,42447,"Master's degree","None","None"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",13790,16370,2580,0.18709209572153734,258,516,14306,1290,15596,9.0171955822731714E-2,674,1079,258,2011,21.93,45635,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1063","Economics Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1063 (Economics Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,4,0,8,0,0,"Doctoral or professional degree","None","None"]
["25-1065","Political Science Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1065 (Political Science Teachers, Postsecondary)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,7,8,2,17,0,102816,"Doctoral or professional degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",14160,15130,970,6.8502824858757055E-2,97,194,14354,485,14839,3.3788491012958062E-2,631,782,96,1509,15.71,32668,"Associate's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",2880,3250,370,0.12847222222222221,37,74,2954,185,3139,6.2626946513202442E-2,167,114,37,318,37.57,78150,"Master's degree","None","None"]
["27-1019","Artists and Related Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1019 (Artists and Related Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",570,640,70,0.12280701754385964,7,14,584,35,619,5.9931506849315065E-2,30,18,8,56,28.91,60146,"No formal educational credential","None","Long-term on-the-job training"]
["27-1026","Merchandise Displayers and Window Trimmers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1026 (Merchandise Displayers and Window Trimmers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",2590,2610,20,7.7220077220077222E-3,2,4,2594,10,2604,3.8550501156515036E-3,92,146,2,240,15.15,31510,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-2099","Entertainers and Performers, Sports and Related Workers, All Other",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2099 (Entertainers and Performers, Sports and Related Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",6420,7060,640,9.9688473520249218E-2,64,128,6548,320,6868,4.8869883934025658E-2,320,395,63,778,18.59,0,"No formal educational credential","None","Short-term on-the-job training"]
["29-1011","Chiropractors",29,"Healthcare Practitioners and Technical Occupations","29-1011 (Chiropractors)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",1140,1270,130,0.11403508771929824,13,26,1166,65,1231,5.5746140651801029E-2,20,10,13,43,38.03,79095,"Doctoral or professional degree","None","None"]
["29-1061","Anesthesiologists",29,"Healthcare Practitioners and Technical Occupations","29-1061 (Anesthesiologists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",550,600,50,9.0909090909090912E-2,5,10,560,25,585,4.4642857142857144E-2,8,6,4,18,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",2770,3340,570,0.20577617328519857,57,114,2884,285,3169,9.8821081830790566E-2,63,85,57,205,46.31,96317,"Master's degree","None","None"]
["29-2031","Cardiovascular Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2031 (Cardiovascular Technologists and Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1230,1350,120,9.7560975609756101E-2,12,24,1254,60,1314,4.784688995215311E-2,33,32,13,78,33.4,69468,"Associate's degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1560,1810,250,0.16025641025641027,25,50,1610,125,1735,7.7639751552795025E-2,55,75,25,155,18.46,38395,"Associate's degree","None","None"]
["29-9012","Occupational Health and Safety Technicians",29,"Healthcare Practitioners and Technical Occupations","29-9012 (Occupational Health and Safety Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,6,8,3,17,28.85,60004,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",2770,3220,450,0.16245487364620939,45,90,2860,225,3085,7.8671328671328672E-2,173,280,44,497,14.07,29264,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",3440,3660,220,6.3953488372093026E-2,22,44,3484,110,3594,3.1572904707233063E-2,94,124,21,239,60.66,126170,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",52910,60240,7330,0.13853713853713853,733,1466,54376,3665,58041,6.740105929086361E-2,3355,3991,733,8079,13.33,27731,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",77090,92600,15510,0.20119341029964977,1551,3102,80192,7755,87947,9.6705407023144452E-2,6280,9622,1552,17454,12.06,25088,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",1950,2050,100,5.128205128205128E-2,10,20,1970,50,2020,2.5380710659898477E-2,78,191,10,279,19.04,39612,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",9040,10550,1510,0.16703539823008851,151,302,9342,755,10097,8.0817812031684866E-2,470,440,151,1061,20.92,43521,"High school diploma or equivalent","<5 years","None"]
["39-4031","Morticians, Undertakers, and Funeral Directors",39,"Personal Care and Service Occupations","39-4031 (Morticians, Undertakers, and Funeral Directors)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",690,730,40,5.7971014492753624E-2,4,8,698,20,718,2.865329512893983E-2,35,51,4,90,20.46,42554,"Associate's degree","None","Long-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",38580,41220,2640,6.8429237947122856E-2,264,528,39108,1320,40428,3.3752684872660324E-2,1473,2685,264,4422,18.440000000000001,38357,"High school diploma or equivalent","<5 years","None"]
["41-3011","Advertising Sales Agents",41,"Sales and Related Occupations","41-3011 (Advertising Sales Agents)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",7890,7960,70,8.8719898605830166E-3,7,14,7904,35,7939,4.4281376518218625E-3,296,685,7,988,28.53,59338,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9041","Telemarketers",41,"Sales and Related Occupations","41-9041 (Telemarketers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",3420,3170,-250,-7.3099415204678359E-2,-25,-50,3370,-125,3245,-3.7091988130563795E-2,197,311,-25,483,13.37,27799,"No formal educational credential","None","Short-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",1380,1300,-80,-5.7971014492753624E-2,-8,-16,1364,-40,1324,-2.932551319648094E-2,60,52,-8,104,22.27,46318,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",4590,4990,400,8.714596949891068E-2,40,80,4670,200,4870,4.2826552462526764E-2,256,300,40,596,18.09,37627,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",6340,7290,950,0.14984227129337541,95,190,6530,475,7005,7.2741194486983157E-2,314,297,94,705,16.38,34075,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",10450,7140,-3310,-0.31674641148325361,-331,-662,9788,-1655,8133,-0.16908459337964854,559,422,-331,650,23.2,48262,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2011","Agricultural Inspectors",45,"Farming, Fishing, and Forestry Occupations","45-2011 (Agricultural Inspectors)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",620,680,60,9.6774193548387094E-2,6,12,632,30,662,4.746835443037975E-2,28,58,6,92,24.15,50231,"Bachelor's degree","None","Moderate-term on-the-job training"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",1070,1290,220,0.20560747663551401,22,44,1114,110,1224,9.8743267504488336E-2,34,66,22,122,26.67,55463,"High school diploma or equivalent","None","Apprenticeship"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",1560,1770,210,0.13461538461538461,21,42,1602,105,1707,6.5543071161048683E-2,59,94,21,174,21.5,44704,"No formal educational credential","None","Long-term on-the-job training"]
["47-3019","Helpers, Construction Trades, All Other",47,"Construction and Extraction Occupations","47-3019 (Helpers, Construction Trades, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",400,480,80,0.2,8,16,416,40,456,9.6153846153846159E-2,18,42,8,68,15.31,31839,"No formal educational credential","None","Short-term on-the-job training"]
["47-4071","Septic Tank Servicers and Sewer Pipe Cleaners",47,"Construction and Extraction Occupations","47-4071 (Septic Tank Servicers and Sewer Pipe Cleaners)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",210,260,50,0.23809523809523808,5,10,220,25,245,0.11363636363636363,12,17,5,34,20.66,42974,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-2096","Electronic Equipment Installers and Repairers, Motor Vehicles",49,"Installation, Maintenance, and Repair Occupations","49-2096 (Electronic Equipment Installers and Repairers, Motor Vehicles)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",150,80,-70,-0.46666666666666667,-7,-14,136,-35,101,-0.25735294117647056,4,7,-7,4,19.18,39900,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",1830,1950,120,6.5573770491803282E-2,12,24,1854,60,1914,3.2362459546925564E-2,81,109,12,202,21.86,45465,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",5490,5800,310,5.6466302367941715E-2,31,62,5552,155,5707,2.7917867435158502E-2,207,324,32,563,17.489999999999998,36366,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-1067","Sociology Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1067 (Sociology Teachers, Postsecondary)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,4,2,10,0,119267,"Doctoral or professional degree","None","None"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",4560,3850,-710,-0.15570175438596492,-71,-142,4418,-355,4063,-8.0353100950656411E-2,152,318,-71,399,15.21,31628,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4051","Metal-Refining Furnace Operators and Tenders",51,"Production Occupations","51-4051 (Metal-Refining Furnace Operators and Tenders)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",100,100,0,0,0,0,100,0,100,0,3,6,0,9,20.99,43654,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4192","Layout Workers, Metal and Plastic",51,"Production Occupations","51-4192 (Layout Workers, Metal and Plastic)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",130,120,-10,-7.6923076923076927E-2,-1,-2,128,-5,123,-3.90625E-2,5,9,-1,13,18.48,38434,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6091","Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",51,"Production Occupations","51-6091 (Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",200,160,-40,-0.2,-4,-8,192,-20,172,-0.10416666666666667,9,12,-4,17,15.4,32037,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8013","Power Plant Operators",51,"Production Occupations","51-8013 (Power Plant Operators)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",620,630,10,1.6129032258064516E-2,1,2,622,5,627,8.0385852090032149E-3,15,38,0,53,47.61,99018,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",110,110,0,0,0,0,110,0,110,0,2,8,0,10,27.82,57861,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",2600,2930,330,0.12692307692307692,33,66,2666,165,2831,6.1890472618154536E-2,79,207,33,319,15.91,33091,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",7280,7590,310,4.2582417582417584E-2,31,62,7342,155,7497,2.1111413783710162E-2,292,543,31,866,12.37,25742,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2021","Air Traffic Controllers",53,"Transportation and Material Moving Occupations","53-2021 (Air Traffic Controllers)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",690,760,70,0.10144927536231885,7,14,704,35,739,4.9715909090909088E-2,23,43,7,73,0,0,"Associate's degree","None","Long-term on-the-job training"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",12910,13910,1000,7.745933384972889E-2,100,200,13110,500,13610,3.8138825324180017E-2,786,1181,99,2066,11.88,24698,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Madera","Central","Madera Metropolitan Statistical Area ","Above Middle Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,4,5,-1,8,0,0,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,27.17,56521,"High school diploma or equivalent","≥5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Madera","Central","Madera Metropolitan Statistical Area ","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,23.5,48887,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Madera","Central","Madera Metropolitan Statistical Area ","Above Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,3,5,2,10,18.850000000000001,39197,"Bachelor's degree","None","None"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Madera","Central","Madera Metropolitan Statistical Area ","Above Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,1,1,1,3,0,0,"Doctoral or professional degree","None","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Madera","Central","Madera Metropolitan Statistical Area ","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,0,1,2,65.09,135392,"Doctoral or professional degree","None","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,3,6,2,11,0,0,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","Madera","Central","Madera Metropolitan Statistical Area ","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,6,0,8,11.84,24635,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,1,8,23.26,48376,"High school diploma or equivalent","<5 years","None"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",140,140,0,0,0,0,140,0,140,0,6,11,0,17,12.75,26518,"No formal educational credential","None","Moderate-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,16,24,4,44,23.96,49828,"High school diploma or equivalent","<5 years","None"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Madera","Central","Madera Metropolitan Statistical Area ","Below Middle Skill",280,310,30,0.10714285714285714,3,6,286,15,301,5.2447552447552448E-2,18,20,3,41,12.46,25917,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","Madera","Central","Madera Metropolitan Statistical Area ","Below Middle Skill",720,980,260,0.3611111111111111,26,52,772,130,902,0.16839378238341968,31,97,26,154,14.4,29945,"No formal educational credential","None","Short-term on-the-job training"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,6,2,11,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,5,1,9,28.63,59551,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Madera","Central","Madera Metropolitan Statistical Area ","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,3,1,0,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Madera","Central","Madera Metropolitan Statistical Area ","Below Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,7,11,1,19,10.68,22219,"No formal educational credential","None","Short-term on-the-job training"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,6,16,2,24,62.1,129179,"Bachelor's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,9,14,4,27,31.87,66289,"Bachelor's degree","<5 years","None"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,7,15,2,24,40.76,84792,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",1220,1340,120,9.8360655737704916E-2,12,24,1244,60,1304,4.8231511254019289E-2,38,74,12,124,43.2,89865,"Bachelor's degree","None","None"]
["15-1152","Computer Network Support Specialists",15,"Computer and Mathematical Occupations","15-1152 (Computer Network Support Specialists)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,2,5,0,7,32.42,67437,"Associate's degree","None","None"]
["19-1023","Zoologists and Wildlife Biologists",19,"Life, Physical, and Social Science Occupations","19-1023 (Zoologists and Wildlife Biologists)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,7,1,10,22.33,46448,"Bachelor's degree","None","None"]
["21-1015","Rehabilitation Counselors",21,"Community and Social Service Occupations","21-1015 (Rehabilitation Counselors)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,0,6,19.11,39745,"Master's degree","None","None"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,10,11,3,24,0,71987,"Bachelor's degree","None","None"]
["25-1072","Nursing Instructors and Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1072 (Nursing Instructors and Teachers, Postsecondary)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,1,5,0,66097,"Doctoral or professional degree","<5 years","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Marin","Bay Area","San Rafael Metropolitan Division","Above Middle Skill",420,480,60,0.14285714285714285,6,12,432,30,462,6.9444444444444448E-2,25,34,6,65,0,46580,"Bachelor's degree","None","None"]
["29-1126","Respiratory Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1126 (Respiratory Therapists)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,4,4,6,14,38.92,80973,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,6,8,3,17,20.27,42152,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",590,690,100,0.16949152542372881,10,20,610,50,660,8.1967213114754092E-2,39,32,10,81,17.18,35734,"Postsecondary non-degree award","None","None"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,14,19,2,35,18.059999999999999,37575,"No formal educational credential","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,32,31,5,68,12.12,25201,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",460,480,20,4.3478260869565216E-2,2,4,464,10,474,2.1551724137931036E-2,22,21,2,45,26.47,55052,"High school diploma or equivalent","<5 years","None"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",3970,3980,10,2.5188916876574307E-3,1,2,3972,5,3977,1.2588116817724068E-3,252,316,1,569,16.920000000000002,35196,"No formal educational credential","None","Short-term on-the-job training"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",1260,1310,50,3.968253968253968E-2,5,10,1270,25,1295,1.968503937007874E-2,50,74,4,128,30.66,63770,"High school diploma or equivalent","<5 years","None"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",320,170,-150,-0.46875,-15,-30,290,-75,215,-0.25862068965517243,13,16,-15,14,15.85,32960,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",90,90,0,0,0,0,90,0,90,0,4,6,0,10,21.64,45018,"Associate's degree","None","None"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",1940,1990,50,2.5773195876288658E-2,5,10,1950,25,1975,1.282051282051282E-2,115,112,5,232,20.010000000000002,41619,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,3,5,3,11,28.85,59992,"No formal educational credential","None","Long-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,47.71,99231,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["25-1072","Nursing Instructors and Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1072 (Nursing Instructors and Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",270,330,60,0.22222222222222221,6,12,282,30,312,0.10638297872340426,11,11,6,28,0,95576,"Doctoral or professional degree","<5 years","None"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Marin","Bay Area","San Rafael Metropolitan Division","Below Middle Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,6,18,5,29,21.16,44002,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","Marin","Bay Area","San Rafael Metropolitan Division","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,1,6,17.3,35978,"High school diploma or equivalent","None","Long-term on-the-job training"]
["11-2031","Public Relations and Fundraising Managers",11,"Management Occupations","11-2031 (Public Relations and Fundraising Managers)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,0,0,"Bachelor's degree","≥5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,5,8,1,14,0,119575,"Master's degree","≥5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,5,8,1,14,0,0,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,1,3,28.32,58910,"Bachelor's degree","None","Moderate-term on-the-job training"]
["19-1012","Food Scientists and Technologists",19,"Life, Physical, and Social Science Occupations","19-1012 (Food Scientists and Technologists)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,6,1,9,29.95,62289,"Bachelor's degree","None","None"]
["19-4099","Life, Physical, and Social Science Technicians, All Other",19,"Life, Physical, and Social Science Occupations","19-4099 (Life, Physical, and Social Science Technicians, All Other)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,10,18,2,30,0,0,"Associate's degree","None","None"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-1014","Multimedia Artists and Animators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1014 (Multimedia Artists and Animators)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Merced","Central","Merced Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,0,0,1,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,2,2,1,5,21.5,44711,"Postsecondary non-degree award","None","None"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,20,16,1,37,18.3,38069,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-9031","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-9031 (Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,12,12,1,25,11.39,23679,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",450,470,20,4.4444444444444446E-2,2,4,454,10,464,2.2026431718061675E-2,34,26,3,63,11.91,24769,"No formal educational credential","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",1710,1950,240,0.14035087719298245,24,48,1758,120,1878,6.8259385665529013E-2,116,145,24,285,11.76,24442,"No formal educational credential","None","Short-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",70,70,0,0,0,0,70,0,70,0,3,5,1,9,14.82,30831,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",740,870,130,0.17567567567567569,13,26,766,65,831,8.4856396866840725E-2,41,61,13,115,17.46,36327,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",230,200,-30,-0.13043478260869565,-3,-6,224,-15,209,-6.6964285714285712E-2,12,11,-3,20,31.24,64988,"High school diploma or equivalent","<5 years","None"]
["45-2011","Agricultural Inspectors",45,"Farming, Fishing, and Forestry Occupations","45-2011 (Agricultural Inspectors)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,6,0,9,0,0,"Bachelor's degree","None","Moderate-term on-the-job training"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",260,320,60,0.23076923076923078,6,12,272,30,302,0.11029411764705882,10,16,6,32,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,3,6,-1,8,31.19,64872,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,0,6,21.27,44238,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Merced","Central","Merced Metropolitan Statistical Area","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,3,6,-1,8,27.7,57605,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",930,1080,150,0.16129032258064516,15,30,960,75,1035,7.8125E-2,50,86,15,151,12.4,25793,"No formal educational credential","None","Short-term on-the-job training"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",300,370,70,0.23333333333333334,7,14,314,35,349,0.11146496815286625,8,15,7,30,48.53,100938,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",640,720,80,0.125,8,16,656,40,696,6.097560975609756E-2,22,50,8,80,26.2,54501,"High school diploma or equivalent","<5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,5,9,2,16,39.39,81924,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,6,6,0,12,19.07,39661,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",400,410,10,2.5000000000000001E-2,1,2,402,5,407,1.2437810945273632E-2,8,19,1,28,52.47,109142,"Bachelor's degree","None","None"]
["17-2199","Engineers, All Other",17,"Architecture and Engineering Occupations","17-2199 (Engineers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,48.54,100968,"Bachelor's degree","None","None"]
["25-1112","Law Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1112 (Law Teachers, Postsecondary)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,4,2,10,0,146674,"Doctoral or professional degree","<5 years","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,1,8,31.93,66401,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Above Middle Skill",900,940,40,4.4444444444444446E-2,4,8,908,20,928,2.2026431718061675E-2,34,35,4,73,0,74942,"Master's degree","None","None"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",1420,1680,260,0.18309859154929578,26,52,1472,130,1602,8.8315217391304351E-2,95,73,26,194,18.260000000000002,37978,"Bachelor's degree","None","None"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,3,2,0,5,0,0,"Bachelor's degree","<5 years","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Above Middle Skill",190,260,70,0.36842105263157893,7,14,204,35,239,0.17156862745098039,4,5,6,15,51.83,107792,"Doctoral or professional degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,4,4,2,10,47.24,98257,"Associate's degree","None","None"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,10,1,17,14.49,30138,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,3,0,5,25.68,53426,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",1000,980,-20,-0.02,-2,-4,996,-10,986,-1.0040160642570281E-2,58,79,-2,135,11.26,23432,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",2300,2530,230,0.1,23,46,2346,115,2461,4.9019607843137254E-2,179,135,23,337,14.13,29388,"No formal educational credential","None","Short-term on-the-job training"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",1350,1510,160,0.11851851851851852,16,32,1382,80,1462,5.7887120115774238E-2,52,55,16,123,0,80202,"Master's degree","None","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,9,16,3,28,35.1,73025,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",100,80,-20,-0.2,-2,-4,96,-10,86,-0.10416666666666667,5,6,-2,9,16.850000000000001,35048,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",290,300,10,3.4482758620689655E-2,1,2,292,5,297,1.7123287671232876E-2,12,14,0,26,31.06,64599,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4161","Human Resources Assistants, Except Payroll and Timekeeping",43,"Office and Administrative Support Occupations","43-4161 (Human Resources Assistants, Except Payroll and Timekeeping)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,6,10,0,16,19.899999999999999,41384,"Associate's degree","None","None"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",450,560,110,0.24444444444444444,11,22,472,55,527,0.11652542372881355,27,26,11,64,22.71,47239,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",1370,1630,260,0.18978102189781021,26,52,1422,130,1552,9.1420534458509145E-2,52,83,26,161,30.67,63789,"High school diploma or equivalent","None","Apprenticeship"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",720,800,80,0.1111111111111111,8,16,736,40,776,5.434782608695652E-2,26,56,7,89,28.97,60257,"High school diploma or equivalent","None","Apprenticeship"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,2,5,2,9,20.11,41830,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9097","Signal and Track Switch Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9097 (Signal and Track Switch Repairers)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",70,70,0,0,0,0,70,0,70,0,2,4,0,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",2130,2350,220,0.10328638497652583,22,44,2174,110,2284,5.0597976080956765E-2,82,86,22,190,0,74678,"Master's degree","None","None"]
["25-1121","Art, Drama, and Music Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1121 (Art, Drama, and Music Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",2620,2960,340,0.12977099236641221,34,68,2688,170,2858,6.3244047619047616E-2,102,106,34,242,0,67305,"Master's degree","None","None"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",260,350,90,0.34615384615384615,9,18,278,45,323,0.16187050359712229,18,12,9,39,13.83,28758,"No formal educational credential","None","Short-term on-the-job training"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",1410,1620,210,0.14893617021276595,21,42,1452,105,1557,7.2314049586776855E-2,31,90,21,142,52.82,109859,"Bachelor's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,0,5,31.35,65207,"Bachelor's degree","<5 years","None"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,7,16,2,25,37.619999999999997,78250,"Bachelor's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",90,90,0,0,0,0,90,0,90,0,2,4,1,7,41,85279,"Bachelor's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,5,10,1,16,32.450000000000003,67518,"Master's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,3,0,5,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["25-2022","Middle School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2022 (Middle School Teachers, Except Special and Career/Technical Education)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,6,7,2,15,0,0,"Bachelor's degree","None","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Napa","Bay Area","Napa Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,1,0,2,43.95,91412,"Master's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",160,160,0,0,0,0,160,0,160,0,6,6,0,12,28.16,58562,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",350,370,20,5.7142857142857141E-2,2,4,354,10,364,2.8248587570621469E-2,16,22,2,40,19.989999999999998,41556,"Postsecondary non-degree award","None","None"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",790,890,100,0.12658227848101267,10,20,810,50,860,6.1728395061728392E-2,67,72,10,149,12.98,27001,"No formal educational credential","None","Short-term on-the-job training"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",220,260,40,0.18181818181818182,4,8,228,20,248,8.771929824561403E-2,8,14,4,26,25.73,53498,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",110,150,40,0.36363636363636365,4,8,118,20,138,0.16949152542372881,9,10,4,23,14.18,29511,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,5,7,0,12,19.78,41145,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,9,12,1,22,22.32,46430,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,3,3,0,6,20.05,41722,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5021","Couriers and Messengers",43,"Office and Administrative Support Occupations","43-5021 (Couriers and Messengers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",120,120,0,0,0,0,120,0,120,0,6,5,0,11,18,37453,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",390,450,60,0.15384615384615385,6,12,402,30,432,7.4626865671641784E-2,15,48,6,69,17.07,35493,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",740,860,120,0.16216216216216217,12,24,764,60,824,7.8534031413612565E-2,28,53,12,93,23.54,48959,"No formal educational credential","None","Short-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",230,240,10,4.3478260869565216E-2,1,2,232,5,237,2.1551724137931036E-2,7,14,1,22,23.77,49456,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",40,40,0,0,0,0,40,0,40,0,3,1,0,4,0,0,"No formal educational credential","None","Moderate-term on-the-job training"]
["25-1123","English Language and Literature Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1123 (English Language and Literature Teachers, Postsecondary)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,25,26,7,58,0,78018,"Doctoral or professional degree","None","None"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,2,3,0,5,11.83,24616,"No formal educational credential","None","Short-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",1440,1590,150,0.10416666666666667,15,30,1470,75,1545,5.1020408163265307E-2,34,79,15,128,49.84,103663,"High school diploma or equivalent","≥5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",3590,3830,240,6.6852367688022288E-2,24,48,3638,120,3758,3.2985156679494226E-2,75,178,24,277,75.680000000000007,157399,"Bachelor's degree","≥5 years","None"]
["13-1011","Agents and Business Managers of Artists, Performers, and Athletes",13,"Business and Financial Operations Occupations","13-1011 (Agents and Business Managers of Artists, Performers, and Athletes)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",140,190,50,0.35714285714285715,5,10,150,25,175,0.16666666666666666,7,12,5,24,45.06,93723,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",13910,15390,1480,0.10639827462257369,148,296,14206,740,14946,5.2090665915810221E-2,460,845,148,1453,36.18,75260,"Bachelor's degree","None","None"]
["13-2081","Tax Examiners and Collectors, and Revenue Agents",13,"Business and Financial Operations Occupations","13-2081 (Tax Examiners and Collectors, and Revenue Agents)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",410,390,-20,-4.878048780487805E-2,-2,-4,406,-10,396,-2.4630541871921183E-2,12,16,-2,26,41.23,85752,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",4010,3780,-230,-5.7356608478802994E-2,-23,-46,3964,-115,3849,-2.9011099899091827E-2,68,174,-23,219,42.55,88498,"Bachelor's degree","None","None"]
["15-2011","Actuaries",15,"Computer and Mathematical Occupations","15-2011 (Actuaries)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",230,290,60,0.2608695652173913,6,12,242,30,272,0.12396694214876033,3,12,6,21,49.79,103557,"Bachelor's degree","None","Long-term on-the-job training"]
["17-2131","Materials Engineers",17,"Architecture and Engineering Occupations","17-2131 (Materials Engineers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",360,370,10,2.7777777777777776E-2,1,2,362,5,367,1.3812154696132596E-2,12,14,1,27,53.06,110361,"Bachelor's degree","None","None"]
["17-3019","Drafters, All Other",17,"Architecture and Engineering Occupations","17-3019 (Drafters, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,8,2,14,24.64,51251,"Associate's degree","None","None"]
["19-1022","Microbiologists",19,"Life, Physical, and Social Science Occupations","19-1022 (Microbiologists)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",480,500,20,4.1666666666666664E-2,2,4,484,10,494,2.0661157024793389E-2,10,32,2,44,33.93,70565,"Bachelor's degree","None","None"]
["19-4092","Forensic Science Technicians",19,"Life, Physical, and Social Science Occupations","19-4092 (Forensic Science Technicians)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,10,19,4,33,42.21,87808,"Bachelor's degree","None","Moderate-term on-the-job training"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",400,420,20,0.05,2,4,404,10,414,2.4752475247524754E-2,15,26,2,43,34.75,72281,"Bachelor's degree","None","None"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",1370,1520,150,0.10948905109489052,15,30,1400,75,1475,5.3571428571428568E-2,66,89,15,170,27.03,56226,"Bachelor's degree","None","Moderate-term on-the-job training"]
["25-1123","English Language and Literature Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1123 (English Language and Literature Teachers, Postsecondary)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,12,13,4,29,0,0,"Doctoral or professional degree","None","None"]
["25-1125","History Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1125 (History Teachers, Postsecondary)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",70,70,0,0,0,0,70,0,70,0,2,3,1,6,0,0,"Doctoral or professional degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",12580,13480,900,7.1542130365659776E-2,90,180,12760,450,13210,3.526645768025078E-2,430,482,89,1001,0,89473,"Bachelor's degree","None","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",12430,13380,950,7.6427996781979077E-2,95,190,12620,475,13095,3.7638668779714737E-2,708,589,95,1392,0,38131,"Some college, no degree","None","None"]
["27-1026","Merchandise Displayers and Window Trimmers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1026 (Merchandise Displayers and Window Trimmers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",2640,2880,240,9.0909090909090912E-2,24,48,2688,120,2808,4.4642857142857144E-2,98,155,24,277,12.22,25417,"High school diploma or equivalent","None","Short-term on-the-job training"]
["27-2041","Music Directors and Composers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2041 (Music Directors and Composers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",600,660,60,0.1,6,12,612,30,642,4.9019607843137254E-2,36,23,6,65,21.07,43828,"Bachelor's degree","<5 years","None"]
["27-4012","Broadcast Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4012 (Broadcast Technicians)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",260,310,50,0.19230769230769232,5,10,270,25,295,9.2592592592592587E-2,8,18,5,31,14.26,29662,"Associate's degree","None","Short-term on-the-job training"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",1560,1750,190,0.12179487179487179,19,38,1598,95,1693,5.9449311639549439E-2,30,51,19,100,44.17,91880,"Master's degree","None","Internship/residency"]
["25-1126","Philosophy and Religion Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1126 (Philosophy and Religion Teachers, Postsecondary)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,7,7,3,17,0,111732,"Doctoral or professional degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",3940,4520,580,0.14720812182741116,58,116,4056,290,4346,7.1499013806706119E-2,137,188,58,383,17.12,35623,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",1060,1300,240,0.22641509433962265,24,48,1108,120,1228,0.10830324909747292,52,87,24,163,13.31,27680,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",840,900,60,7.1428571428571425E-2,6,12,852,30,882,3.5211267605633804E-2,20,37,6,63,38.119999999999997,79286,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-9091","Crossing Guards",33,"Protective Service Occupations","33-9091 (Crossing Guards)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",320,340,20,6.25E-2,2,4,324,10,334,3.0864197530864196E-2,46,13,2,61,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["35-9011","Dining Room and Cafeteria Attendants and Bartender Helpers",35,"Food Preparation and Serving Related Occupations","35-9011 (Dining Room and Cafeteria Attendants and Bartender Helpers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",8030,9030,1000,0.12453300124533001,100,200,8230,500,8730,6.0753341433778855E-2,759,676,101,1536,11.47,23864,"No formal educational credential","None","Short-term on-the-job training"]
["37-3013","Tree Trimmers and Pruners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3013 (Tree Trimmers and Pruners)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",530,580,50,9.4339622641509441E-2,5,10,540,25,565,4.6296296296296294E-2,26,40,5,71,22.65,47100,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",8600,9490,890,0.10348837209302325,89,178,8778,445,9223,5.0694919115971744E-2,955,1075,89,2119,11.42,23740,"No formal educational credential","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",12310,12680,370,3.0056864337936636E-2,37,74,12384,185,12569,1.4938630490956072E-2,461,841,37,1339,20.02,41642,"High school diploma or equivalent","<5 years","None"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",13730,15190,1460,0.10633648943918426,146,292,14022,730,14752,5.2061046926258736E-2,457,1248,147,1852,27.81,57840,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Above Middle Skill",1280,1350,70,5.46875E-2,7,14,1294,35,1329,2.704791344667697E-2,31,101,6,138,54.97,114326,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",650,630,-20,-3.0769230769230771E-2,-2,-4,646,-10,636,-1.5479876160990712E-2,27,41,-2,66,19.88,41343,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",830,930,100,0.12048192771084337,10,20,850,50,900,5.8823529411764705E-2,38,52,10,100,17.54,36491,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5041","Meter Readers, Utilities",43,"Office and Administrative Support Occupations","43-5041 (Meter Readers, Utilities)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",330,320,-10,-3.0303030303030304E-2,-1,-2,328,-5,323,-1.524390243902439E-2,10,13,-1,22,23.12,48099,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",3760,4150,390,0.10372340425531915,39,78,3838,195,4033,5.0807712350182388E-2,169,222,40,431,17.97,37371,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2041","Carpet Installers",47,"Construction and Extraction Occupations","47-2041 (Carpet Installers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",1000,1320,320,0.32,32,64,1064,160,1224,0.15037593984962405,37,60,32,129,21.61,44938,"No formal educational credential","None","Short-term on-the-job training"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",470,500,30,6.3829787234042548E-2,3,6,476,15,491,3.1512605042016806E-2,16,33,4,53,30.8,64064,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",1860,2180,320,0.17204301075268819,32,64,1924,160,2084,8.3160083160083165E-2,71,114,33,218,22.94,47717,"No formal educational credential","None","Long-term on-the-job training"]
["49-2022","Telecommunications Equipment Installers and Repairers, Except Line Installers",49,"Installation, Maintenance, and Repair Occupations","49-2022 (Telecommunications Equipment Installers and Repairers, Except Line Installers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",2950,3150,200,6.7796610169491525E-2,20,40,2990,100,3090,3.3444816053511704E-2,101,215,21,337,27.17,56504,"Postsecondary non-degree award","None","Moderate-term on-the-job training"]
["49-3053","Outdoor Power Equipment and Other Small Engine Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3053 (Outdoor Power Equipment and Other Small Engine Mechanics)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",300,280,-20,-6.6666666666666666E-2,-2,-4,296,-10,286,-3.3783783783783786E-2,12,18,-2,28,17.39,36153,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",1960,2160,200,0.10204081632653061,20,40,2000,100,2100,0.05,69,106,20,195,25.44,52909,"High school diploma or equivalent","None","Long-term on-the-job training"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Above Middle Skill",340,370,30,8.8235294117647065E-2,3,6,346,15,361,4.3352601156069363E-2,13,13,3,29,0,0,"Bachelor's degree","None","None"]
["51-4022","Forging Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4022 (Forging Machine Setters, Operators, and Tenders, Metal and Plastic)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",160,130,-30,-0.1875,-3,-6,154,-15,139,-9.7402597402597407E-2,4,10,-3,11,17.649999999999999,36704,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4035","Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4035 (Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",260,230,-30,-0.11538461538461539,-3,-6,254,-15,239,-5.905511811023622E-2,9,17,-4,22,22.29,46356,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6063","Textile Knitting and Weaving Machine Setters, Operators, and Tenders",51,"Production Occupations","51-6063 (Textile Knitting and Weaving Machine Setters, Operators, and Tenders)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",160,130,-30,-0.1875,-3,-6,154,-15,139,-9.7402597402597407E-2,8,10,-2,16,11.9,24760,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-6093","Upholsterers",51,"Production Occupations","51-6093 (Upholsterers)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",570,560,-10,-1.7543859649122806E-2,-1,-2,568,-5,563,-8.8028169014084511E-3,25,33,-1,57,16.07,33429,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9031","Cutters and Trimmers, Hand",51,"Production Occupations","51-9031 (Cutters and Trimmers, Hand)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",420,370,-50,-0.11904761904761904,-5,-10,410,-25,385,-6.097560975609756E-2,14,30,-5,39,12.49,25967,"No formal educational credential","None","Short-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Middle Skill",840,1000,160,0.19047619047619047,16,32,872,80,952,9.1743119266055051E-2,72,38,16,126,17.57,36557,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3099","Motor Vehicle Operators, All Other",53,"Transportation and Material Moving Occupations","53-3099 (Motor Vehicle Operators, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,24,12,2,38,12.11,25174,"No formal educational credential","None","Short-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",250,300,50,0.2,5,10,260,25,285,9.6153846153846159E-2,12,19,5,36,19.25,40048,"High school diploma or equivalent","None","Short-term on-the-job training"]
["11-3131","Training and Development Managers",11,"Management Occupations","11-3131 (Training and Development Managers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,3,7,2,12,55.76,115972,"Bachelor's degree","≥5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",300,340,40,0.13333333333333333,4,8,308,20,328,6.4935064935064929E-2,9,14,4,27,51.08,106246,"Bachelor's degree","<5 years","None"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Above Middle Skill",6120,7180,1060,0.17320261437908496,106,212,6332,530,6862,8.3701831964624135E-2,244,254,106,604,0,32200,"Bachelor's degree","None","None"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",430,460,30,6.9767441860465115E-2,3,6,436,15,451,3.4403669724770644E-2,12,20,4,36,33.36,69391,"Bachelor's degree","None","None"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",2470,2790,320,0.12955465587044535,32,64,2534,160,2694,6.3141278610891874E-2,64,146,32,242,31.24,64982,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",820,970,150,0.18292682926829268,15,30,850,75,925,8.8235294117647065E-2,17,46,15,78,25.92,53911,"Associate's degree","None","None"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",2320,2670,350,0.15086206896551724,35,70,2390,175,2565,7.3221757322175729E-2,54,123,35,212,54.06,112443,"Bachelor's degree","None","None"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",360,410,50,0.1388888888888889,5,10,370,25,395,6.7567567567567571E-2,11,21,5,37,33.6,69895,"Associate's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,6,14,2,22,31.08,64645,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-4091","Environmental Science and Protection Technicians, Including Health",19,"Life, Physical, and Social Science Occupations","19-4091 (Environmental Science and Protection Technicians, Including Health)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",190,220,30,0.15789473684210525,3,6,196,15,211,7.6530612244897961E-2,8,15,2,25,25.03,52053,"Associate's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",1480,1690,210,0.14189189189189189,21,42,1522,105,1627,6.8988173455978977E-2,57,101,20,178,25.13,52276,"Bachelor's degree","None","None"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",2440,2810,370,0.15163934426229508,37,74,2514,185,2699,7.3587907716786E-2,117,188,38,343,18.5,38496,"High school diploma or equivalent","None","Short-term on-the-job training"]
["25-1191","Graduate Teaching Assistants",25,"Education, Training, and Library Occupations","25-1191 (Graduate Teaching Assistants)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",630,710,80,0.12698412698412698,8,16,646,40,686,6.1919504643962849E-2,24,26,9,59,0,0,"Bachelor's degree","None","None"]
["25-1193","Recreation and Fitness Studies Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1193 (Recreation and Fitness Studies Teachers, Postsecondary)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,5,1,11,0,0,"Doctoral or professional degree","None","None"]
["25-1194","Vocational Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1194 (Vocational Education Teachers, Postsecondary)","Fresno","Central","Fresno Metropolitan Statistical Area","Above Middle Skill",550,640,90,0.16363636363636364,9,18,568,45,613,7.9225352112676062E-2,22,23,9,54,30.42,63274,"Bachelor's degree","<5 years","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",1780,1990,210,0.11797752808988764,21,42,1822,105,1927,5.7628979143798026E-2,63,69,21,153,0,77328,"Bachelor's degree","None","None"]
["27-1022","Fashion Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1022 (Fashion Designers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",320,290,-30,-9.375E-2,-3,-6,314,-15,299,-4.7770700636942678E-2,11,17,-4,24,23.91,49748,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",2850,3290,440,0.15438596491228071,44,88,2938,220,3158,7.488087134104833E-2,171,232,44,447,0,31002,"Bachelor's degree","None","None"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",530,590,60,0.11320754716981132,6,12,542,30,572,5.5350553505535055E-2,25,24,7,56,23.58,49057,"Bachelor's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",1460,1910,450,0.30821917808219179,45,90,1550,225,1775,0.14516129032258066,32,35,45,112,46.77,97282,"Doctoral or professional degree","None","None"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",520,690,170,0.32692307692307693,17,34,554,85,639,0.15342960288808663,11,10,17,38,55.78,116027,"Doctoral or professional degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",1830,2100,270,0.14754098360655737,27,54,1884,135,2019,7.1656050955414011E-2,51,49,28,128,34.72,72200,"Associate's degree","None","None"]
["31-1013","Psychiatric Aides",31,"Healthcare Support Occupations","31-1013 (Psychiatric Aides)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",400,440,40,0.1,4,8,408,20,428,4.9019607843137254E-2,26,21,5,52,15.95,33183,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9094","Medical Transcriptionists",31,"Healthcare Support Occupations","31-9094 (Medical Transcriptionists)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",220,190,-30,-0.13636363636363635,-3,-6,214,-15,199,-7.0093457943925228E-2,14,10,-3,21,22.63,47069,"Postsecondary non-degree award","None","None"]
["33-1012","First-Line Supervisors of Police and Detectives",33,"Protective Service Occupations","33-1012 (First-Line Supervisors of Police and Detectives)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,7,8,1,16,71.19,148069,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",8500,10220,1720,0.2023529411764706,172,344,8844,860,9704,9.7241067390321123E-2,419,893,172,1484,14.31,29768,"High school diploma or equivalent","<5 years","None"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1670,1900,230,0.1377245508982036,23,46,1716,115,1831,6.7016317016317023E-2,134,125,23,282,12.03,25036,"No formal educational credential","None","Short-term on-the-job training"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",2190,2540,350,0.15981735159817351,35,70,2260,175,2435,7.7433628318584066E-2,76,143,35,254,25.36,52747,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",2640,3340,700,0.26515151515151514,70,140,2780,350,3130,0.12589928057553956,204,241,70,515,12.21,25397,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",3160,3400,240,7.5949367088607597E-2,24,48,3208,120,3328,3.7406483790523692E-2,109,183,24,316,29.67,61714,"High school diploma or equivalent","<5 years","None"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",45470,48700,3230,7.1035847811744005E-2,323,646,46116,1615,47731,3.5020383381039119E-2,2981,3737,323,7041,12.11,25185,"No formal educational credential","None","Short-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",2070,2570,500,0.24154589371980675,50,100,2170,250,2420,0.1152073732718894,119,90,50,259,29.87,62127,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4041","Credit Authorizers, Checkers, and Clerks",43,"Office and Administrative Support Occupations","43-4041 (Credit Authorizers, Checkers, and Clerks)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",190,200,10,5.2631578947368418E-2,1,2,192,5,197,2.6041666666666668E-2,7,12,0,19,17.23,35836,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1020,1130,110,0.10784313725490197,11,22,1042,55,1097,5.2783109404990404E-2,85,65,11,161,13.59,28261,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",3000,3280,280,9.3333333333333338E-2,28,56,3056,140,3196,4.581151832460733E-2,111,169,28,308,19.13,39787,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",360,380,20,5.5555555555555552E-2,2,4,364,10,374,2.7472527472527472E-2,20,21,2,43,15.81,32898,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",5540,7010,1470,0.26534296028880866,147,294,5834,735,6569,0.12598560164552622,201,396,147,744,33.840000000000003,70405,"High school diploma or equivalent","≥5 years","None"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1140,1490,350,0.30701754385964913,35,70,1210,175,1385,0.14462809917355371,41,68,36,145,30.02,62425,"No formal educational credential","None","Long-term on-the-job training"]
["47-2231","Solar Photovoltaic Installers",47,"Construction and Extraction Occupations","47-2231 (Solar Photovoltaic Installers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",500,1190,690,1.38,69,138,638,345,983,0.54075235109717867,33,54,69,156,18.8,39096,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",370,430,60,0.16216216216216217,6,12,382,30,412,7.8534031413612565E-2,10,32,5,47,41.28,85866,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",7540,8500,960,0.1273209549071618,96,192,7732,480,8212,6.2079668908432487E-2,253,484,96,833,21.38,44450,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-9052","Telecommunications Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9052 (Telecommunications Line Installers and Repairers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",1170,1240,70,5.9829059829059832E-2,7,14,1184,35,1219,2.9560810810810811E-2,29,89,7,125,22.35,46491,"High school diploma or equivalent","None","Long-term on-the-job training"]
["25-1194","Vocational Education Teachers, Postsecondary",25,"Education, Training, and Library Occupations","25-1194 (Vocational Education Teachers, Postsecondary)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",1140,1300,160,0.14035087719298245,16,32,1172,80,1252,6.8259385665529013E-2,45,46,16,107,24.59,51149,"Bachelor's degree","<5 years","None"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",2470,2860,390,0.15789473684210525,39,78,2548,195,2743,7.6530612244897961E-2,171,200,39,410,12.68,26377,"No formal educational credential","None","Long-term on-the-job training"]
["51-4031","Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4031 (Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1960,1900,-60,-3.0612244897959183E-2,-6,-12,1948,-30,1918,-1.5400410677618069E-2,70,146,-5,211,15.56,32354,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6011","Laundry and Dry-Cleaning Workers",51,"Production Occupations","51-6011 (Laundry and Dry-Cleaning Workers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1110,1170,60,5.4054054054054057E-2,6,12,1122,30,1152,2.6737967914438502E-2,76,77,7,160,12.11,25179,"No formal educational credential","None","Short-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",1530,1730,200,0.13071895424836602,20,40,1570,100,1670,6.3694267515923567E-2,76,90,20,186,13.42,27912,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",400,450,50,0.125,5,10,410,25,435,6.097560975609756E-2,12,33,4,49,20.2,42027,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9192","Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",51,"Production Occupations","51-9192 (Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",250,280,30,0.12,3,6,256,15,271,5.859375E-2,12,22,3,37,12.47,25937,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Middle Skill",3890,4380,490,0.12596401028277635,49,98,3988,245,4233,6.1434302908726181E-2,324,169,49,542,19.43,40410,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-4013","Rail Yard Engineers, Dinkey Operators, and Hostlers",53,"Transportation and Material Moving Occupations","53-4013 (Rail Yard Engineers, Dinkey Operators, and Hostlers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",120,120,0,0,0,0,120,0,120,0,3,7,0,10,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Below Middle Skill",53560,72100,18540,0.34615384615384615,1854,3708,57268,9270,66538,0.16187050359712229,3112,5372,1854,10338,13.76,28613,"No formal educational credential","None","Short-term on-the-job training"]
["11-3111","Compensation and Benefits Managers",11,"Management Occupations","11-3111 (Compensation and Benefits Managers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,4,8,2,14,0,0,"Bachelor's degree","≥5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1220,1320,100,8.1967213114754092E-2,10,20,1240,50,1290,4.0322580645161289E-2,36,58,9,103,0,127097,"Master's degree","≥5 years","None"]
["13-1075","Labor Relations Specialists",13,"Business and Financial Operations Occupations","13-1075 (Labor Relations Specialists)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",520,470,-50,-9.6153846153846159E-2,-5,-10,510,-25,485,-4.9019607843137254E-2,14,32,-4,42,36.65,76240,"Bachelor's degree","<5 years","None"]
["13-2052","Personal Financial Advisors",13,"Business and Financial Operations Occupations","13-2052 (Personal Financial Advisors)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1610,1750,140,8.6956521739130432E-2,14,28,1638,70,1708,4.2735042735042736E-2,41,82,15,138,64.739999999999995,134659,"Bachelor's degree","None","Long-term on-the-job training"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1070,1200,130,0.12149532710280374,13,26,1096,65,1161,5.930656934306569E-2,35,59,14,108,37.67,78352,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",3980,4660,680,0.17085427135678391,68,136,4116,340,4456,8.2604470359572399E-2,61,213,68,342,71.739999999999995,149213,"Bachelor's degree","≥5 years","None"]
["17-2081","Environmental Engineers",17,"Architecture and Engineering Occupations","17-2081 (Environmental Engineers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",510,540,30,5.8823529411764705E-2,3,6,516,15,531,2.9069767441860465E-2,12,21,3,36,44.33,92204,"Bachelor's degree","None","None"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",810,890,80,9.8765432098765427E-2,8,16,826,40,866,4.8426150121065374E-2,25,46,7,78,29.18,60695,"Associate's degree","None","None"]
["17-3029","Engineering Technicians, Except Drafters, All Other",17,"Architecture and Engineering Occupations","17-3029 (Engineering Technicians, Except Drafters, All Other)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1230,1340,110,8.943089430894309E-2,11,22,1252,55,1307,4.3929712460063899E-2,41,68,11,120,33.07,68798,"Associate's degree","None","None"]
["19-4031","Chemical Technicians",19,"Life, Physical, and Social Science Occupations","19-4031 (Chemical Technicians)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",690,770,80,0.11594202898550725,8,16,706,40,746,5.6657223796033995E-2,24,43,8,75,22.21,46204,"Associate's degree","None","Moderate-term on-the-job training"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",350,410,60,0.17142857142857143,6,12,362,30,392,8.2872928176795577E-2,17,28,6,51,35.36,73540,"Bachelor's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",690,750,60,8.6956521739130432E-2,6,12,702,30,732,4.2735042735042736E-2,33,54,6,93,11.89,24727,"Bachelor's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1030,1110,80,7.7669902912621352E-2,8,16,1046,40,1086,3.8240917782026769E-2,46,57,8,111,0,64208,"Bachelor's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",820,920,100,0.12195121951219512,10,20,840,50,890,5.9523809523809521E-2,69,45,10,124,26.21,54520,"Postsecondary non-degree award","None","None"]
["27-1013","Fine Artists, Including Painters, Sculptors, and Illustrators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1013 (Fine Artists, Including Painters, Sculptors, and Illustrators)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",220,230,10,4.5454545454545456E-2,1,2,222,5,227,2.2522522522522521E-2,11,6,0,17,0,0,"Bachelor's degree","None","Long-term on-the-job training"]
["27-3042","Technical Writers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3042 (Technical Writers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1180,1350,170,0.1440677966101695,17,34,1214,85,1299,7.0016474464579898E-2,41,76,18,135,53.86,112037,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",1380,1510,130,9.420289855072464E-2,13,26,1406,65,1471,4.6230440967283071E-2,33,28,13,74,73.17,152198,"Doctoral or professional degree","None","None"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Above Middle Skill",650,930,280,0.43076923076923079,28,56,706,140,846,0.19830028328611898,14,28,28,70,60.66,126182,"Master's degree","None","None"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",640,740,100,0.15625,10,20,660,50,710,7.575757575757576E-2,22,31,10,63,35.06,72941,"Postsecondary non-degree award","None","None"]
["29-2099","Health Technologists and Technicians, All Other",29,"Healthcare Practitioners and Technical Occupations","29-2099 (Health Technologists and Technicians, All Other)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1010,1170,160,0.15841584158415842,16,32,1042,80,1122,7.6775431861804216E-2,30,36,15,81,27.31,56795,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",4750,5450,700,0.14736842105263157,70,140,4890,350,5240,7.1574642126789365E-2,310,258,71,639,17.77,36968,"Postsecondary non-degree award","None","None"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",8510,9390,880,0.10340775558166862,88,176,8686,440,9126,5.0656228413539027E-2,531,632,88,1251,16.420000000000002,34150,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",1300,1340,40,3.0769230769230771E-2,4,8,1308,20,1328,1.5290519877675841E-2,77,105,3,185,13.96,29038,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",14940,16750,1810,0.12115127175368139,181,362,15302,905,16207,5.9142595739119071E-2,1173,1797,181,3151,13.52,28102,"No formal educational credential","None","Short-term on-the-job training"]
["39-5094","Skincare Specialists",39,"Personal Care and Service Occupations","39-5094 (Skincare Specialists)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",500,560,60,0.12,6,12,512,30,542,5.859375E-2,32,27,6,65,17.850000000000001,37123,"Postsecondary non-degree award","None","None"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",2620,3100,480,0.18320610687022901,48,96,2716,240,2956,8.8365243004418267E-2,187,286,48,521,25.92,53920,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1340,1360,20,1.4925373134328358E-2,2,4,1344,10,1354,7.4404761904761901E-3,55,72,2,129,32.08,66714,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1380,1400,20,1.4492753623188406E-2,2,4,1384,10,1394,7.2254335260115606E-3,59,78,2,139,28.17,58601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",11340,11820,480,4.2328042328042326E-2,48,96,11436,240,11676,2.098635886673662E-2,592,868,48,1508,21,43677,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",5400,5850,450,8.3333333333333329E-2,45,90,5490,225,5715,4.0983606557377046E-2,350,373,44,767,16.399999999999999,34106,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",4770,5870,1100,0.23060796645702306,110,220,4990,550,5540,0.11022044088176353,286,279,110,675,25.58,53206,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["45-1011","First-Line Supervisors of Farming, Fishing, and Forestry Workers",45,"Farming, Fishing, and Forestry Occupations","45-1011 (First-Line Supervisors of Farming, Fishing, and Forestry Workers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",150,150,0,0,0,0,150,0,150,0,5,14,0,19,21.4,44491,"High school diploma or equivalent","<5 years","None"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",270,260,-10,-3.7037037037037035E-2,-1,-2,268,-5,263,-1.8656716417910446E-2,8,15,-1,22,23.31,48481,"High school diploma or equivalent","None","Apprenticeship"]
["47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",47,"Construction and Extraction Occupations","47-3011 (Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,6,15,3,24,16.77,34882,"No formal educational credential","None","Short-term on-the-job training"]
["49-2098","Security and Fire Alarm Systems Installers",49,"Installation, Maintenance, and Repair Occupations","49-2098 (Security and Fire Alarm Systems Installers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",640,750,110,0.171875,11,22,662,55,717,8.3081570996978854E-2,23,52,10,85,26.37,54859,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-3052","Motorcycle Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3052 (Motorcycle Mechanics)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",100,90,-10,-0.1,-1,-2,98,-5,93,-5.1020408163265307E-2,4,6,-1,9,23.7,49304,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["25-1199","Postsecondary Teachers, All Other",25,"Education, Training, and Library Occupations","25-1199 (Postsecondary Teachers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",4970,5410,440,8.8531187122736416E-2,44,88,5058,220,5278,4.3495452748121791E-2,190,198,44,432,0,0,"Doctoral or professional degree","None","None"]
["51-4033","Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4033 (Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",650,570,-80,-0.12307692307692308,-8,-16,634,-40,594,-6.3091482649842268E-2,21,43,-8,56,18.100000000000001,37626,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",1710,1880,170,9.9415204678362568E-2,17,34,1744,85,1829,4.8738532110091742E-2,48,140,17,205,21.98,45701,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-7042","Woodworking Machine Setters, Operators, and Tenders, Except Sawing",51,"Production Occupations","51-7042 (Woodworking Machine Setters, Operators, and Tenders, Except Sawing)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,10,1,16,13.52,28137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",1510,1510,0,0,0,0,1510,0,1510,0,81,144,0,225,15.07,31341,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",2080,2070,-10,-4.807692307692308E-3,-1,-2,2078,-5,2073,-2.406159769008662E-3,88,130,-1,217,14.5,30163,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Below Middle Skill",1930,2090,160,8.2901554404145081E-2,16,32,1962,80,2042,4.0774719673802244E-2,104,174,16,294,12.95,26950,"No formal educational credential","None","Short-term on-the-job training"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1100,1250,150,0.13636363636363635,15,30,1130,75,1205,6.637168141592921E-2,27,61,15,103,42.26,87895,"High school diploma or equivalent","≥5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",1540,1660,120,7.792207792207792E-2,12,24,1564,60,1624,3.8363171355498722E-2,45,73,12,130,0,119963,"Master's degree","≥5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",1620,1880,260,0.16049382716049382,26,52,1672,130,1802,7.7751196172248807E-2,58,91,25,174,29.72,61818,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",14280,15600,1320,9.2436974789915971E-2,132,264,14544,660,15204,4.5379537953795381E-2,469,862,132,1463,37.840000000000003,78720,"Bachelor's degree","None","None"]
["13-2081","Tax Examiners and Collectors, and Revenue Agents",13,"Business and Financial Operations Occupations","13-2081 (Tax Examiners and Collectors, and Revenue Agents)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",620,630,10,1.6129032258064516E-2,1,2,622,5,627,8.0385852090032149E-3,19,24,1,44,30.01,62410,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1131","Computer Programmers",15,"Computer and Mathematical Occupations","15-1131 (Computer Programmers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",3360,3170,-190,-5.6547619047619048E-2,-19,-38,3322,-95,3227,-2.8597230583985552E-2,57,146,-19,184,49.06,102034,"Bachelor's degree","None","None"]
["17-2011","Aerospace Engineers",17,"Architecture and Engineering Occupations","17-2011 (Aerospace Engineers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",1660,1930,270,0.16265060240963855,27,54,1714,135,1849,7.8763127187864643E-2,41,64,27,132,52.41,109000,"Bachelor's degree","None","None"]
["17-2121","Marine Engineers and Naval Architects",17,"Architecture and Engineering Occupations","17-2121 (Marine Engineers and Naval Architects)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",340,320,-20,-5.8823529411764705E-2,-2,-4,336,-10,326,-2.976190476190476E-2,8,12,-2,18,44.13,91808,"Bachelor's degree","None","None"]
["17-3013","Mechanical Drafters",17,"Architecture and Engineering Occupations","17-3013 (Mechanical Drafters)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",410,450,40,9.7560975609756101E-2,4,8,418,20,438,4.784688995215311E-2,13,23,4,40,28.93,60166,"Associate's degree","None","None"]
["19-1021","Biochemists and Biophysicists",19,"Life, Physical, and Social Science Occupations","19-1021 (Biochemists and Biophysicists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",990,1060,70,7.0707070707070704E-2,7,14,1004,35,1039,3.48605577689243E-2,21,66,8,95,44.26,92062,"Doctoral or professional degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",620,640,20,3.2258064516129031E-2,2,4,624,10,634,1.6025641025641024E-2,18,39,2,59,38.92,80963,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",320,320,0,0,0,0,320,0,320,0,13,24,0,37,19.05,39624,"Associate's degree","None","None"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",430,460,30,6.9767441860465115E-2,3,6,436,15,451,3.4403669724770644E-2,16,28,3,47,39.869999999999997,82913,"Bachelor's degree","None","None"]
["23-2099","Legal Support Workers, All Other",23,"Legal Occupations","23-2099 (Legal Support Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",700,700,0,0,0,0,700,0,700,0,25,32,0,57,25.57,53190,"Associate's degree","None","None"]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",25,"Education, Training, and Library Occupations","25-3097 (Teachers and Instructors, All Other, Except Substitute Teachers)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Above Middle Skill",690,780,90,0.13043478260869565,9,18,708,45,753,6.3559322033898302E-2,45,34,8,87,0,30515,"Bachelor's degree","None","None"]
["25-3097","Teachers and Instructors, All Other, Except Substitute Teachers",25,"Education, Training, and Library Occupations","25-3097 (Teachers and Instructors, All Other, Except Substitute Teachers)","Riverside and San Bernardino","Inland Empire","Riverside-San Bernardino-Ontario Metropolitan Statistical Area","Above Middle Skill",3640,4250,610,0.16758241758241757,61,122,3762,305,4067,8.1073896863370548E-2,240,184,61,485,0,30159,"Bachelor's degree","None","None"]
["25-2051","Special Education Teachers, Preschool",25,"Education, Training, and Library Occupations","25-2051 (Special Education Teachers, Preschool)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",110,110,0,0,0,0,110,0,110,0,4,4,1,9,0,0,"Bachelor's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",980,1050,70,7.1428571428571425E-2,7,14,994,35,1029,3.5211267605633804E-2,80,52,7,139,20.58,42822,"Postsecondary non-degree award","None","None"]
["27-1012","Craft Artists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1012 (Craft Artists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,6,4,2,12,0,0,"No formal educational credential","None","Long-term on-the-job training"]
["27-3022","Reporters and Correspondents",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3022 (Reporters and Correspondents)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",310,330,20,6.4516129032258063E-2,2,4,314,10,324,3.1847133757961783E-2,10,21,2,33,22.1,45960,"Bachelor's degree","None","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1550,1590,40,2.5806451612903226E-2,4,8,1558,20,1578,1.2836970474967908E-2,67,55,4,126,13.83,28768,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",2240,2360,120,5.3571428571428568E-2,12,24,2264,60,2324,2.6501766784452298E-2,53,44,13,110,66.349999999999994,138002,"Doctoral or professional degree","None","None"]
["29-1151","Nurse Anesthetists",29,"Healthcare Practitioners and Technical Occupations","29-1151 (Nurse Anesthetists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,2,5,1,8,0,0,"Master's degree","None","None"]
["29-2011","Medical and Clinical Laboratory Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2011 (Medical and Clinical Laboratory Technologists)","Butte","North Far North","Chico Metropolitan Statistical Area","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,0,0,"Bachelor's degree","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",800,890,90,0.1125,9,18,818,45,863,5.5012224938875302E-2,28,31,9,68,18.73,38943,"High school diploma or equivalent","None","Long-term on-the-job training"]
["31-2011","Occupational Therapy Assistants",31,"Healthcare Support Occupations","31-2011 (Occupational Therapy Assistants)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",400,510,110,0.27500000000000002,11,22,422,55,477,0.13033175355450238,23,32,11,66,30.64,63743,"Associate's degree","None","None"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",2650,2440,-210,-7.9245283018867921E-2,-21,-42,2608,-105,2503,-4.0260736196319015E-2,90,114,-21,183,33.6,69894,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",13620,15400,1780,0.13069016152716592,178,356,13976,890,14866,6.3680595306239263E-2,860,1024,178,2062,13.7,28493,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-2015","Cooks, Short Order",35,"Food Preparation and Serving Related Occupations","35-2015 (Cooks, Short Order)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",1860,1970,110,5.9139784946236562E-2,11,22,1882,55,1937,2.9224229543039319E-2,112,153,10,275,12.23,25438,"No formal educational credential","None","Short-term on-the-job training"]
["29-2011","Medical and Clinical Laboratory Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2011 (Medical and Clinical Laboratory Technologists)","El Dorado, Placer, Sacramento, and Yolo","Greater Sacramento","Sacramento--Roseville--Arden-Arcade Metropolitan Statistical Area","Middle Skill",470,550,80,0.1702127659574468,8,16,486,40,526,8.2304526748971193E-2,15,15,8,38,0,0,"Bachelor's degree","None","None"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1250,1370,120,9.6000000000000002E-2,12,24,1274,60,1334,4.709576138147567E-2,59,58,12,129,16.940000000000001,35230,"Postsecondary non-degree award","None","None"]
["29-2011","Medical and Clinical Laboratory Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2011 (Medical and Clinical Laboratory Technologists)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",460,510,50,0.10869565217391304,5,10,470,25,495,5.3191489361702128E-2,26,29,5,60,23.55,48997,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1960,2320,360,0.18367346938775511,36,72,2032,180,2212,8.8582677165354326E-2,113,164,36,313,17.97,37396,"High school diploma or equivalent","None","None"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",990,1040,50,5.0505050505050504E-2,5,10,1000,25,1025,2.5000000000000001E-2,45,40,6,91,24.39,50739,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1370,1660,290,0.21167883211678831,29,58,1428,145,1573,0.1015406162464986,65,90,29,184,21.06,43789,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",4380,4980,600,0.13698630136986301,60,120,4500,300,4800,6.6666666666666666E-2,162,303,60,525,23.36,48590,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",7160,8460,1300,0.18156424581005587,130,260,7420,650,8070,8.7601078167115903E-2,421,409,129,959,19.5,40565,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9111","Statistical Assistants",43,"Office and Administrative Support Occupations","43-9111 (Statistical Assistants)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,5,8,1,14,22.61,47034,"Bachelor's degree","None","None"]
["47-2082","Tapers",47,"Construction and Extraction Occupations","47-2082 (Tapers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",1070,1260,190,0.17757009345794392,19,38,1108,95,1203,8.5740072202166062E-2,36,65,20,121,27.16,56481,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",510,590,80,0.15686274509803921,8,16,526,40,566,7.6045627376425853E-2,20,31,8,59,27.05,56288,"No formal educational credential","None","Long-term on-the-job training"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",1210,1410,200,0.16528925619834711,20,40,1250,100,1350,0.08,65,74,20,159,37.64,78283,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["49-3051","Motorboat Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3051 (Motorboat Mechanics and Service Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",130,130,0,0,0,0,130,0,130,0,5,8,0,13,23.6,49101,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9051","Electrical Power-Line Installers and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9051 (Electrical Power-Line Installers and Repairers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",670,770,100,0.14925373134328357,10,20,690,50,740,7.2463768115942032E-2,18,38,9,65,43.99,91509,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9094","Locksmiths and Safe Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9094 (Locksmiths and Safe Repairers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",350,360,10,2.8571428571428571E-2,1,2,352,5,357,1.4204545454545454E-2,18,15,1,34,23.77,49436,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-3021","Butchers and Meat Cutters",51,"Production Occupations","51-3021 (Butchers and Meat Cutters)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",1810,2030,220,0.12154696132596685,22,44,1854,110,1964,5.9331175836030203E-2,86,146,22,254,13,27042,"No formal educational credential","None","Long-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",3430,3680,250,7.2886297376093298E-2,25,50,3480,125,3605,3.5919540229885055E-2,124,232,25,381,22.36,46530,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4192","Layout Workers, Metal and Plastic",51,"Production Occupations","51-4192 (Layout Workers, Metal and Plastic)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,6,12,0,18,24.66,51290,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8091","Chemical Plant and System Operators",51,"Production Occupations","51-8091 (Chemical Plant and System Operators)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,4,14,1,19,29.41,61167,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9082","Medical Appliance Technicians",51,"Production Occupations","51-9082 (Medical Appliance Technicians)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,9,14,2,25,18.510000000000002,38485,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Middle Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,16,25,3,44,16.72,34780,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-7011","Conveyor Operators and Tenders",53,"Transportation and Material Moving Occupations","53-7011 (Conveyor Operators and Tenders)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",230,270,40,0.17391304347826086,4,8,238,20,258,8.4033613445378158E-2,12,21,4,37,15.03,31268,"No formal educational credential","None","Short-term on-the-job training"]
["53-7063","Machine Feeders and Offbearers",53,"Transportation and Material Moving Occupations","53-7063 (Machine Feeders and Offbearers)","San Diego","San Diego and Imperial","San Diego-Carlsbad Metropolitan Statistical Area","Below Middle Skill",400,360,-40,-0.1,-4,-8,392,-20,372,-5.1020408163265307E-2,20,30,-4,46,13.7,28479,"No formal educational credential","None","Short-term on-the-job training"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",5910,7020,1110,0.18781725888324874,111,222,6132,555,6687,9.0508806262230915E-2,147,393,111,651,81.900000000000006,170360,"Bachelor's degree","≥5 years","None"]
["11-9081","Lodging Managers",11,"Management Occupations","11-9081 (Lodging Managers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",580,590,10,1.7241379310344827E-2,1,2,582,5,587,8.5910652920962206E-3,20,38,1,59,37.43,77842,"High school diploma or equivalent","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",13530,14710,1180,8.7213599408721365E-2,118,236,13766,590,14356,4.2859218364085426E-2,382,592,119,1093,75.41,156847,"Bachelor's degree","<5 years","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",15750,17500,1750,0.1111111111111111,175,350,16100,875,16975,5.434782608695652E-2,522,959,175,1656,43.09,89630,"Bachelor's degree","None","None"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",11690,13600,1910,0.16338751069289992,191,382,12072,955,13027,7.9108681245858181E-2,231,565,192,988,57.57,119744,"Bachelor's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",1720,2110,390,0.22674418604651161,39,78,1798,195,1993,0.10845383759733036,40,80,39,159,52.36,108899,"Bachelor's degree","None","None"]
["17-1011","Architects, Except Landscape and Naval",17,"Architecture and Engineering Occupations","17-1011 (Architects, Except Landscape and Naval)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",3760,3890,130,3.4574468085106384E-2,13,26,3786,65,3851,1.7168515583729529E-2,97,171,13,281,45.31,94246,"Bachelor's degree","None","Internship/residency"]
["17-3012","Electrical and Electronics Drafters",17,"Architecture and Engineering Occupations","17-3012 (Electrical and Electronics Drafters)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,6,10,3,19,30.35,63132,"Associate's degree","None","None"]
["17-3027","Mechanical Engineering Technicians",17,"Architecture and Engineering Occupations","17-3027 (Mechanical Engineering Technicians)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,7,12,2,21,31.53,65589,"Associate's degree","None","None"]
["19-2032","Materials Scientists",19,"Life, Physical, and Social Science Occupations","19-2032 (Materials Scientists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,4,9,1,14,52.8,109833,"Bachelor's degree","None","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",1830,2140,310,0.16939890710382513,31,62,1892,155,2047,8.1923890063424945E-2,73,130,31,234,26.22,54541,"Master's degree","None","None"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",2610,3180,570,0.21839080459770116,57,114,2724,285,3009,0.10462555066079295,129,207,57,393,21.39,44477,"High school diploma or equivalent","None","Short-term on-the-job training"]
["23-1021","Administrative Law Judges, Adjudicators, and Hearing Officers",23,"Legal Occupations","23-1021 (Administrative Law Judges, Adjudicators, and Hearing Officers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",220,180,-40,-0.18181818181818182,-4,-8,212,-20,192,-9.4339622641509441E-2,4,4,-4,4,62.15,129269,"Doctoral or professional degree","≥5 years","Short-term on-the-job training"]
["29-2012","Medical and Clinical Laboratory Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2012 (Medical and Clinical Laboratory Technicians)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",5680,6670,990,0.17429577464788731,99,198,5878,495,6373,8.4212317114664856E-2,187,187,99,473,0,0,"Associate's degree","None","None"]
["25-2053","Special Education Teachers, Middle School",25,"Education, Training, and Library Occupations","25-2053 (Special Education Teachers, Middle School)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,6,7,2,15,0,70941,"Bachelor's degree","None","None"]
["25-4013","Museum Technicians and Conservators",25,"Education, Training, and Library Occupations","25-4013 (Museum Technicians and Conservators)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,19,26,8,53,21.69,45127,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",1800,2030,230,0.12777777777777777,23,46,1846,115,1961,6.2296858071505957E-2,107,145,23,275,0,45026,"Bachelor's degree","None","None"]
["27-3042","Technical Writers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3042 (Technical Writers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",840,1030,190,0.22619047619047619,19,38,878,95,973,0.10820045558086561,30,56,19,105,44.07,91666,"Bachelor's degree","<5 years","Short-term on-the-job training"]
["27-4014","Sound Engineering Technicians",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4014 (Sound Engineering Technicians)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",430,530,100,0.23255813953488372,10,20,450,50,500,0.1111111111111111,14,30,10,54,27.72,57668,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["29-1065","Pediatricians, General",29,"Healthcare Practitioners and Technical Occupations","29-1065 (Pediatricians, General)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",290,300,10,3.4482758620689655E-2,1,2,292,5,297,1.7123287671232876E-2,4,3,1,8,34.32,71398,"Doctoral or professional degree","None","Internship/residency"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",970,1040,70,7.2164948453608241E-2,7,14,984,35,1019,3.556910569105691E-2,26,25,7,58,51.37,106858,"Associate's degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,8,11,2,21,25.03,52053,"Associate's degree","None","None"]
["31-1015","Orderlies",31,"Healthcare Support Occupations","31-1015 (Orderlies)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,16,13,1,30,25.29,52614,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",4550,4840,290,6.3736263736263732E-2,29,58,4608,145,4753,3.1467013888888888E-2,113,183,29,325,56.4,117314,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",1860,2230,370,0.19892473118279569,37,74,1934,185,2119,9.5656670113753881E-2,120,163,38,321,17.010000000000002,35374,"No formal educational credential","None","Short-term on-the-job training"]
["35-3011","Bartenders",35,"Food Preparation and Serving Related Occupations","35-3011 (Bartenders)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",7060,7950,890,0.12606232294617564,89,178,7238,445,7683,6.1481072119369991E-2,362,861,89,1312,15.34,31897,"No formal educational credential","None","Short-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",1490,1900,410,0.27516778523489932,41,82,1572,205,1777,0.13040712468193386,116,137,41,294,14.21,29542,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-6012","Concierges",39,"Personal Care and Service Occupations","39-6012 (Concierges)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",450,450,0,0,0,0,450,0,450,0,22,40,0,62,21.78,45300,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9041","Residential Advisors",39,"Personal Care and Service Occupations","39-9041 (Residential Advisors)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",670,760,90,0.13432835820895522,9,18,688,45,733,6.5406976744186052E-2,48,71,9,128,15.96,33204,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Above Middle Skill",1590,1980,390,0.24528301886792453,39,78,1668,195,1863,0.11690647482014388,42,137,39,218,54.6,113552,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",260,240,-20,-7.6923076923076927E-2,-2,-4,256,-10,246,-3.90625E-2,10,16,-2,24,23.33,48518,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",230,200,-30,-0.13043478260869565,-3,-6,224,-15,209,-6.6964285714285712E-2,9,10,-3,16,27.47,57137,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",3060,3730,670,0.21895424836601307,67,134,3194,335,3529,0.10488415779586725,146,203,67,416,17.39,36174,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",310,250,-60,-0.19354838709677419,-6,-12,298,-30,268,-0.10067114093959731,11,17,-6,22,28.95,60208,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",16500,16060,-440,-2.6666666666666668E-2,-44,-88,16412,-220,16192,-1.3404825737265416E-2,955,931,-44,1842,21.15,43994,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",6900,7680,780,0.11304347826086956,78,156,7056,390,7446,5.5272108843537414E-2,254,480,78,812,24.71,51412,"No formal educational credential","None","Short-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",180,180,0,0,0,0,180,0,180,0,4,11,-1,14,32.28,67147,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-3031","Bus and Truck Mechanics and Diesel Engine Specialists",49,"Installation, Maintenance, and Repair Occupations","49-3031 (Bus and Truck Mechanics and Diesel Engine Specialists)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",610,600,-10,-1.6393442622950821E-2,-1,-2,608,-5,603,-8.2236842105263153E-3,18,34,-2,50,31.62,65776,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",5850,6340,490,8.3760683760683755E-2,49,98,5948,245,6193,4.1190316072629456E-2,248,339,49,636,26.69,55519,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4081","Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4081 (Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",160,150,-10,-6.25E-2,-1,-2,158,-5,153,-3.1645569620253167E-2,6,10,-1,15,16.45,34217,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-6052","Tailors, Dressmakers, and Custom Sewers",51,"Production Occupations","51-6052 (Tailors, Dressmakers, and Custom Sewers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",370,330,-40,-0.10810810810810811,-4,-8,362,-20,342,-5.5248618784530384E-2,31,13,-3,41,25.33,52682,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",240,210,-30,-0.125,-3,-6,234,-15,219,-6.4102564102564097E-2,6,18,-3,21,22.63,47083,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Middle Skill",2750,2440,-310,-0.11272727272727273,-31,-62,2688,-155,2533,-5.7663690476190479E-2,110,163,-31,242,25.59,53209,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-6099","Transportation Workers, All Other",53,"Transportation and Material Moving Occupations","53-6099 (Transportation Workers, All Other)","San Francisco and San Mateo","Bay Area","San Francisco-Redwood City-South San Francisco Metropolitan Division","Below Middle Skill",1120,1320,200,0.17857142857142858,20,40,1160,100,1260,8.6206896551724144E-2,52,84,21,157,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",500,480,-20,-0.04,-2,-4,496,-10,486,-2.0161290322580645E-2,14,20,-2,32,101.64,211420,"Bachelor's degree","≥5 years","None"]
["11-3121","Human Resources Managers",11,"Management Occupations","11-3121 (Human Resources Managers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,4,10,3,17,45.35,94315,"Bachelor's degree","≥5 years","None"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",460,600,140,0.30434782608695654,14,28,488,70,558,0.14344262295081966,17,34,14,65,30.56,63553,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",950,1130,180,0.18947368421052632,18,36,986,90,1076,9.1277890466531439E-2,33,60,18,111,35.49,73811,"Bachelor's degree","None","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,1,6,29.07,60451,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-3011","Architectural and Civil Drafters",17,"Architecture and Engineering Occupations","17-3011 (Architectural and Civil Drafters)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,3,0,5,24.43,50824,"Associate's degree","None","None"]
["19-1013","Soil and Plant Scientists",19,"Life, Physical, and Social Science Occupations","19-1013 (Soil and Plant Scientists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,0,7,21.29,44295,"Bachelor's degree","None","None"]
["29-2012","Medical and Clinical Laboratory Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2012 (Medical and Clinical Laboratory Technicians)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,1,5,0,0,"Associate's degree","None","None"]
["39-1011","Gaming Supervisors",39,"Personal Care and Service Occupations","39-1011 (Gaming Supervisors)","Alameda and Contra Costa","Bay Area","Oakland-Hayward-Berkeley Metropolitan Division","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,11,25,3,39,0,0,"High school diploma or equivalent","<5 years","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",310,410,100,0.32258064516129031,10,20,330,50,380,0.15151515151515152,22,17,11,50,17.38,36151,"High school diploma or equivalent","<5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",2100,2450,350,0.16666666666666666,35,70,2170,175,2345,8.0645161290322578E-2,125,104,36,265,0,32911,"Some college, no degree","None","None"]
["29-1066","Psychiatrists",29,"Healthcare Practitioners and Technical Occupations","29-1066 (Psychiatrists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,2,2,1,5,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",4290,5630,1340,0.31235431235431238,134,268,4558,670,5228,0.14699429574374726,142,108,134,384,54.34,113022,"Bachelor's degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,2,2,6,48.32,100501,"Associate's degree","None","None"]
["29-9011","Occupational Health and Safety Specialists",29,"Healthcare Practitioners and Technical Occupations","29-9011 (Occupational Health and Safety Specialists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,2,3,2,7,31.42,65356,"Bachelor's degree","None","None"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,3,4,0,7,43.63,90765,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",1130,1310,180,0.15929203539823009,18,36,1166,90,1256,7.7186963979416809E-2,55,116,17,188,18.579999999999998,38635,"High school diploma or equivalent","<5 years","None"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",460,540,80,0.17391304347826086,8,16,476,40,516,8.4033613445378158E-2,38,35,8,81,11.54,24008,"No formal educational credential","None","Short-term on-the-job training"]
["39-5092","Manicurists and Pedicurists",39,"Personal Care and Service Occupations","39-5092 (Manicurists and Pedicurists)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",1050,1060,10,9.5238095238095247E-3,1,2,1052,5,1057,4.7528517110266158E-3,63,54,1,118,11.54,24008,"Postsecondary non-degree award","None","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",470,560,90,0.19148936170212766,9,18,488,45,533,9.2213114754098366E-2,17,29,9,55,28.8,59906,"High school diploma or equivalent","<5 years","None"]
["41-9011","Demonstrators and Product Promoters",41,"Sales and Related Occupations","41-9011 (Demonstrators and Product Promoters)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",350,390,40,0.11428571428571428,4,8,358,20,378,5.5865921787709494E-2,37,25,3,65,12.59,26188,"No formal educational credential","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,5,8,1,14,20.91,43503,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",5120,5730,610,0.119140625,61,122,5242,305,5547,5.8183899275085847E-2,296,386,61,743,12.05,25068,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9011","Computer Operators",43,"Office and Administrative Support Occupations","43-9011 (Computer Operators)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,20.04,41681,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",300,410,110,0.36666666666666664,11,22,322,55,377,0.17080745341614906,11,18,11,40,22.83,47493,"No formal educational credential","None","Long-term on-the-job training"]
["47-2181","Roofers",47,"Construction and Extraction Occupations","47-2181 (Roofers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",470,560,90,0.19148936170212766,9,18,488,45,533,9.2213114754098366E-2,15,35,9,59,25.32,52684,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",270,320,50,0.18518518518518517,5,10,280,25,305,8.9285714285714288E-2,10,18,5,33,23.1,48055,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",660,670,10,1.5151515151515152E-2,1,2,662,5,667,7.5528700906344415E-3,22,34,1,57,25.99,54057,"High school diploma or equivalent","None","Long-term on-the-job training"]
["39-1011","Gaming Supervisors",39,"Personal Care and Service Occupations","39-1011 (Gaming Supervisors)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,6,13,2,21,0,0,"High school diploma or equivalent","<5 years","None"]
["51-3092","Food Batchmakers",51,"Production Occupations","51-3092 (Food Batchmakers)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",590,610,20,3.3898305084745763E-2,2,4,594,10,604,1.6835016835016835E-2,33,50,1,84,12.31,25609,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8099","Plant and System Operators, All Other",51,"Production Occupations","51-8099 (Plant and System Operators, All Other)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,3,0,4,35.54,73931,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9041","Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9041 (Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,5,10,1,16,16.739999999999998,34801,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9191","Adhesive Bonding Machine Operators and Tenders",51,"Production Occupations","51-9191 (Adhesive Bonding Machine Operators and Tenders)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,5,7,2,14,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Below Middle Skill",9870,12620,2750,0.2786220871327254,275,550,10420,1375,11795,0.13195777351247601,557,961,274,1792,18.55,38582,"No formal educational credential","None","Short-term on-the-job training"]
["11-1031","Legislators",11,"Management Occupations","11-1031 (Legislators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,0,4,0,54205,"Bachelor's degree","<5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,3,1,5,46.08,95846,"High school diploma or equivalent","≥5 years","None"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,41.82,86997,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1081","Logisticians",13,"Business and Financial Operations Occupations","13-1081 (Logisticians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,1,4,37.54,78077,"Bachelor's degree","None","None"]
["15-1132","Software Developers, Applications",15,"Computer and Mathematical Occupations","15-1132 (Software Developers, Applications)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",360,490,130,0.3611111111111111,13,26,386,65,451,0.16839378238341968,6,21,14,41,29.27,60877,"Bachelor's degree","None","None"]
["17-2141","Mechanical Engineers",17,"Architecture and Engineering Occupations","17-2141 (Mechanical Engineers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,3,6,3,12,36.72,76384,"Bachelor's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,30.1,62593,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-7011","Tour Guides and Escorts",39,"Personal Care and Service Occupations","39-7011 (Tour Guides and Escorts)","Fresno","Central","Fresno Metropolitan Statistical Area","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,8,8,0,16,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-7011","Tour Guides and Escorts",39,"Personal Care and Service Occupations","39-7011 (Tour Guides and Escorts)","Napa","Bay Area","Napa Metropolitan Statistical Area","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,11,10,1,22,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-7012","Travel Guides",39,"Personal Care and Service Occupations","39-7012 (Travel Guides)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,12,11,0,23,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",120,120,0,0,0,0,120,0,120,0,4,4,0,8,0,68199,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,10,2,16,21.59,44904,"Bachelor's degree","None","None"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",70,110,40,0.5714285714285714,4,8,78,20,98,0.25641025641025639,2,3,4,9,55.48,115398,"Master's degree","None","None"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Above Middle Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,2,2,3,7,43.55,90600,"Doctoral or professional degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,1,0,2,0,0,"Postsecondary non-degree award","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,3,3,1,7,20.03,41659,"High school diploma or equivalent","None","None"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",770,620,-150,-0.19480519480519481,-15,-30,740,-75,665,-0.10135135135135136,25,31,-14,42,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,12,17,2,31,14.97,31136,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,5,0,7,18.920000000000002,39334,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-4099","Construction and Related Workers, All Other",47,"Construction and Extraction Occupations","47-4099 (Construction and Related Workers, All Other)","Orange","LA/Orange County","Anaheim-Santa Ana-Irvine Metropolitan Division ","Below Middle Skill",460,570,110,0.2391304347826087,11,22,482,55,537,0.11410788381742738,20,33,11,64,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",220,270,50,0.22727272727272727,5,10,230,25,255,0.10869565217391304,11,19,5,35,16.25,33801,"No formal educational credential","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,9,12,2,23,20.02,41650,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4141","New Accounts Clerks",43,"Office and Administrative Support Occupations","43-4141 (New Accounts Clerks)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,4,-2,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5031","Police, Fire, and Ambulance Dispatchers",43,"Office and Administrative Support Occupations","43-5031 (Police, Fire, and Ambulance Dispatchers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",80,80,0,0,0,0,80,0,80,0,3,4,0,7,29.14,60607,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["45-2093","Farmworkers, Farm, Ranch, and Aquacultural Animals",45,"Farming, Fishing, and Forestry Occupations","45-2093 (Farmworkers, Farm, Ranch, and Aquacultural Animals)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",210,210,0,0,0,0,210,0,210,0,8,24,1,33,12.16,25304,"No formal educational credential","None","Short-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",620,800,180,0.29032258064516131,18,36,656,90,746,0.13719512195121952,25,53,18,96,30.94,64369,"High school diploma or equivalent","None","Apprenticeship"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,4,1,6,25.54,53112,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",400,460,60,0.15,6,12,412,30,442,7.281553398058252E-2,14,27,6,47,29.7,61781,"High school diploma or equivalent","<5 years","None"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",330,380,50,0.15151515151515152,5,10,340,25,365,7.3529411764705885E-2,12,23,5,40,23.63,49161,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",100,180,80,0.8,8,16,116,40,156,0.34482758620689657,8,7,7,22,14.21,29560,"No formal educational credential","None","Short-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,1,8,22.2,46172,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",620,640,20,3.2258064516129031E-2,2,4,624,10,634,1.6025641025641024E-2,18,26,2,46,93.74,194988,"Bachelor's degree","≥5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",430,480,50,0.11627906976744186,5,10,440,25,465,5.6818181818181816E-2,14,22,5,41,49.5,102959,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",260,270,10,3.8461538461538464E-2,1,2,262,5,267,1.9083969465648856E-2,7,12,1,20,0,122310,"Master's degree","≥5 years","None"]
["13-1121","Meeting, Convention, and Event Planners",13,"Business and Financial Operations Occupations","13-1121 (Meeting, Convention, and Event Planners)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",190,250,60,0.31578947368421051,6,12,202,30,232,0.14851485148514851,8,16,5,29,26.46,55052,"Bachelor's degree","None","None"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,3,3,1,7,25.78,53623,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",340,330,-10,-2.9411764705882353E-2,-1,-2,338,-5,333,-1.4792899408284023E-2,6,17,-1,22,39.81,82791,"Associate's degree","None","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",590,770,180,0.30508474576271188,18,36,626,90,716,0.14376996805111822,16,28,18,62,49.56,103100,"Bachelor's degree","None","None"]
["17-3029","Engineering Technicians, Except Drafters, All Other",17,"Architecture and Engineering Occupations","17-3029 (Engineering Technicians, Except Drafters, All Other)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,6,0,10,36.92,76800,"Associate's degree","None","None"]
["19-2031","Chemists",19,"Life, Physical, and Social Science Occupations","19-2031 (Chemists)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,6,14,5,25,31.87,66269,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,4,8,3,15,34.409999999999997,71580,"Master's degree","None","Internship/residency"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",270,280,10,3.7037037037037035E-2,1,2,272,5,277,1.8382352941176471E-2,9,18,1,28,24.83,51647,"Associate's degree","None","None"]
["51-2022","Electrical and Electronic Equipment Assemblers",51,"Production Occupations","51-2022 (Electrical and Electronic Equipment Assemblers)","San Benito and Santa Clara","Bay Area","San Jose-Sunnyvale-Santa Clara Metropolitan Statistical Area","Middle Skill",8870,7500,-1370,-0.15445321307779031,-137,-274,8596,-685,7911,-7.9688227082363894E-2,415,535,-137,813,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-2022","Electrical and Electronic Equipment Assemblers",51,"Production Occupations","51-2022 (Electrical and Electronic Equipment Assemblers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",1460,1160,-300,-0.20547945205479451,-30,-60,1400,-150,1250,-0.10714285714285714,66,85,-30,121,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",1690,1770,80,4.7337278106508875E-2,8,16,1706,40,1746,2.3446658851113716E-2,95,79,8,182,0,36283,"Some college, no degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",610,690,80,0.13114754098360656,8,16,626,40,666,6.3897763578274758E-2,36,49,8,93,0,31723,"Bachelor's degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Above Middle Skill",150,190,40,0.26666666666666666,4,8,158,20,178,0.12658227848101267,5,5,4,14,36.22,75348,"Bachelor's degree","None","Internship/residency"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,4,5,3,12,19.45,40446,"Associate's degree","None","None"]
["29-2081","Opticians, Dispensing",29,"Healthcare Practitioners and Technical Occupations","29-2081 (Opticians, Dispensing)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,4,4,1,9,15.28,31794,"High school diploma or equivalent","None","Long-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",190,240,50,0.26315789473684209,5,10,200,25,225,0.125,12,20,5,37,14.73,30642,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-2013","Cooks, Private Household",35,"Food Preparation and Serving Related Occupations","35-2013 (Cooks, Private Household)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,4,5,0,9,0,0,"Postsecondary non-degree award","<5 years","None"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",1290,1480,190,0.14728682170542637,19,38,1328,95,1423,7.1536144578313254E-2,102,110,18,230,11.92,24790,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,6,16,2,24,18.91,39334,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9099","Personal Care and Service Workers, All Other",39,"Personal Care and Service Occupations","39-9099 (Personal Care and Service Workers, All Other)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",80,80,0,0,0,0,80,0,80,0,5,6,0,11,11.62,24172,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3041","Travel Agents",41,"Sales and Related Occupations","41-3041 (Travel Agents)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",110,90,-20,-0.18181818181818182,-2,-4,106,-10,96,-9.4339622641509441E-2,5,6,-2,9,23.02,47871,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",200,230,30,0.15,3,6,206,15,221,7.281553398058252E-2,11,8,3,22,42.51,88428,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,22.17,46123,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",80,80,0,0,0,0,80,0,80,0,4,2,0,6,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",150,130,-20,-0.13333333333333333,-2,-4,146,-10,136,-6.8493150684931503E-2,7,9,-2,14,15.98,33236,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2091","Agricultural Equipment Operators",45,"Farming, Fishing, and Forestry Occupations","45-2091 (Agricultural Equipment Operators)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",750,920,170,0.22666666666666666,17,34,784,85,869,0.10841836734693877,31,95,17,143,13.9,28928,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-3011","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",47,"Construction and Extraction Occupations","47-3011 (Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",120,180,60,0.5,6,12,132,30,162,0.22727272727272727,6,15,6,27,17.420000000000002,36226,"No formal educational credential","None","Short-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",490,560,70,0.14285714285714285,7,14,504,35,539,6.9444444444444448E-2,17,27,6,50,33.729999999999997,70143,"High school diploma or equivalent","<5 years","None"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,3,1,5,28.62,59530,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",280,340,60,0.21428571428571427,6,12,292,30,322,0.10273972602739725,8,24,7,39,24.58,51126,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9081","Dental Laboratory Technicians",51,"Production Occupations","51-9081 (Dental Laboratory Technicians)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,6,8,2,16,20.55,42754,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2021","Air Traffic Controllers",53,"Transportation and Material Moving Occupations","53-2021 (Air Traffic Controllers)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,3,0,5,48.46,100798,"Associate's degree","None","Long-term on-the-job training"]
["11-2021","Marketing Managers",11,"Management Occupations","11-2021 (Marketing Managers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,3,7,2,12,59.13,122994,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",4240,3760,-480,-0.11320754716981132,-48,-96,4144,-240,3904,-5.7915057915057917E-2,234,59,-48,245,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9041","Architectural and Engineering Managers",11,"Management Occupations","11-9041 (Architectural and Engineering Managers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",110,110,0,0,0,0,110,0,110,0,2,5,0,7,73.92,153745,"Bachelor's degree","≥5 years","None"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,10,22,4,36,35.61,74066,"Bachelor's degree","None","None"]
["15-1111","Computer and Information Research Scientists",15,"Computer and Mathematical Occupations","15-1111 (Computer and Information Research Scientists)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,2,6,2,10,29.15,60644,"Master's degree","None","None"]
["15-1141","Database Administrators",15,"Computer and Mathematical Occupations","15-1141 (Database Administrators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,2,1,4,38.090000000000003,79237,"Bachelor's degree","None","None"]
["19-1022","Microbiologists",19,"Life, Physical, and Social Science Occupations","19-1022 (Microbiologists)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,0,0,"Bachelor's degree","None","None"]
["19-2041","Environmental Scientists and Specialists, Including Health",19,"Life, Physical, and Social Science Occupations","19-2041 (Environmental Scientists and Specialists, Including Health)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,1,4,1,6,35.270000000000003,73368,"Bachelor's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,8,2,14,27.28,56724,"Bachelor's degree","None","None"]
["21-2021","Directors, Religious Activities and Education",21,"Community and Social Service Occupations","21-2021 (Directors, Religious Activities and Education)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",210,200,-10,-4.7619047619047616E-2,-1,-2,208,-5,203,-2.403846153846154E-2,9,16,0,25,22.3,46387,"Bachelor's degree","<5 years","None"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","Merced","Central","Merced Metropolitan Statistical Area","Below Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,7,2,13,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",1030,1200,170,0.1650485436893204,17,34,1064,85,1149,7.9887218045112784E-2,34,42,17,93,0,64624,"Bachelor's degree","None","None"]
["27-1024","Graphic Designers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1024 (Graphic Designers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",170,180,10,5.8823529411764705E-2,1,2,172,5,177,2.9069767441860465E-2,6,10,1,17,28.64,59557,"Bachelor's degree","None","None"]
["27-3041","Editors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3041 (Editors)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,22.68,47168,"Bachelor's degree","<5 years","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Above Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,3,2,8,30.33,63091,"Bachelor's degree","None","Internship/residency"]
["31-1011","Home Health Aides",31,"Healthcare Support Occupations","31-1011 (Home Health Aides)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",230,300,70,0.30434782608695654,7,14,244,35,279,0.14344262295081966,16,13,7,36,14.04,29213,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,6,9,3,18,17.649999999999999,36701,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",680,760,80,0.11764705882352941,8,16,696,40,736,5.7471264367816091E-2,32,68,8,108,15.72,32689,"High school diploma or equivalent","<5 years","None"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",890,920,30,3.3707865168539325E-2,3,6,896,15,911,1.6741071428571428E-2,67,50,2,119,13.27,27598,"No formal educational credential","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,7,10,1,18,17.63,36680,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",110,110,0,0,0,0,110,0,110,0,5,9,1,15,16.829999999999998,34999,"No formal educational credential","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",1890,1860,-30,-1.5873015873015872E-2,-3,-6,1884,-15,1869,-7.9617834394904458E-3,116,90,-3,203,22.69,47208,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-4111","Interviewers, Except Eligibility and Loan",43,"Office and Administrative Support Occupations","43-4111 (Interviewers, Except Eligibility and Loan)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,3,3,0,6,20.39,42407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,3,1,7,27.22,56615,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",120,70,-50,-0.41666666666666669,-5,-10,110,-25,85,-0.22727272727272727,5,5,-4,6,23.84,49573,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2071","Paving, Surfacing, and Tamping Equipment Operators",47,"Construction and Extraction Occupations","47-2071 (Paving, Surfacing, and Tamping Equipment Operators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",130,220,90,0.69230769230769229,9,18,148,45,193,0.30405405405405406,6,12,9,27,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,4,6,-1,9,26.38,54873,"No formal educational credential","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,33.64,69980,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4072","Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",51,"Production Occupations","51-4072 (Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Below Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,1,6,10.53,21904,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",90,90,0,0,0,0,90,0,90,0,3,5,0,8,36.51,75947,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-2092","Team Assemblers",51,"Production Occupations","51-2092 (Team Assemblers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",770,710,-60,-7.792207792207792E-2,-6,-12,758,-30,728,-3.9577836411609502E-2,32,54,-6,80,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Above Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,3,9,2,14,36.83,76627,"Bachelor's degree","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Above Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,5,9,2,16,48.53,100949,"Bachelor's degree","<5 years","None"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,5,1,9,30.54,63513,"Bachelor's degree","None","Moderate-term on-the-job training"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,0,3,26.67,55455,"Bachelor's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,4,0,6,19.68,40934,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",290,310,20,6.8965517241379309E-2,2,4,294,10,304,3.4013605442176874E-2,12,22,2,36,0,0,"Associate's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,8,6,1,15,12.26,25478,"High school diploma or equivalent","<5 years","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Shasta","North Far North","Redding Metropolitan Statistical Area","Above Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,2,1,0,3,57.86,120343,"Doctoral or professional degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Shasta","North Far North","Redding Metropolitan Statistical Area","Above Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,2,3,2,7,50.9,105852,"Doctoral or professional degree","None","None"]
["29-2032","Diagnostic Medical Sonographers",29,"Healthcare Practitioners and Technical Occupations","29-2032 (Diagnostic Medical Sonographers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,0,2,0,0,"Associate's degree","None","None"]
["31-9094","Medical Transcriptionists",31,"Healthcare Support Occupations","31-9094 (Medical Transcriptionists)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,2,2,-1,3,16.2,33708,"Postsecondary non-degree award","None","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,5,10,2,17,24.18,50299,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",520,560,40,7.6923076923076927E-2,4,8,528,20,548,3.787878787878788E-2,32,43,4,79,12.92,26867,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["37-3012","Pesticide Handlers, Sprayers, and Applicators, Vegetation",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3012 (Pesticide Handlers, Sprayers, and Applicators, Vegetation)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,9,14,4,27,17.45,36290,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",260,260,0,0,0,0,260,0,260,0,17,26,0,43,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",270,310,40,0.14814814814814814,4,8,278,20,298,7.1942446043165464E-2,12,16,4,32,19.46,40485,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,6,7,1,14,19.579999999999998,40718,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",120,120,0,0,0,0,120,0,120,0,5,3,0,8,29.23,60812,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",1120,1220,100,8.9285714285714288E-2,10,20,1140,50,1190,4.3859649122807015E-2,64,83,11,158,12.22,25426,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",130,170,40,0.30769230769230771,4,8,138,20,158,0.14492753623188406,6,10,4,20,23.81,49519,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",210,240,30,0.14285714285714285,3,6,216,15,231,6.9444444444444448E-2,7,12,3,22,34.479999999999997,71706,"High school diploma or equivalent","<5 years","None"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,5,1,8,27.57,57347,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",230,260,30,0.13043478260869565,3,6,236,15,251,6.3559322033898302E-2,8,16,4,28,27.9,58035,"High school diploma or equivalent","<5 years","None"]
["51-2099","Assemblers and Fabricators, All Other",51,"Production Occupations","51-2099 (Assemblers and Fabricators, All Other)","Los Angeles","LA/Orange County","Los Angeles-Long Beach-Glendale Metropolitan Division ","Below Middle Skill",4480,4020,-460,-0.10267857142857142,-46,-92,4388,-230,4158,-5.2415679124886053E-2,181,308,-46,443,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Shasta","North Far North","Redding Metropolitan Statistical Area","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,6,4,1,11,12.29,25566,"No formal educational credential","None","Short-term on-the-job training"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",610,700,90,0.14754098360655737,9,18,628,45,673,7.1656050955414011E-2,15,40,9,64,26.41,54929,"Bachelor's degree","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",640,860,220,0.34375,22,44,684,110,794,0.16081871345029239,20,36,23,79,71.36,148438,"Bachelor's degree","<5 years","None"]
["51-2099","Assemblers and Fabricators, All Other",51,"Production Occupations","51-2099 (Assemblers and Fabricators, All Other)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Below Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,3,-1,4,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["13-2021","Appraisers and Assessors of Real Estate",13,"Business and Financial Operations Occupations","13-2021 (Appraisers and Assessors of Real Estate)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,2,1,5,33.229999999999997,69126,"Bachelor's degree","None","Long-term on-the-job training"]
["15-1143","Computer Network Architects",15,"Computer and Mathematical Occupations","15-1143 (Computer Network Architects)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,1,4,55.01,114423,"Bachelor's degree","≥5 years","None"]
["17-2112","Industrial Engineers",17,"Architecture and Engineering Occupations","17-2112 (Industrial Engineers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",100,130,30,0.3,3,6,106,15,121,0.14150943396226415,3,5,3,11,55.89,116261,"Bachelor's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",130,160,30,0.23076923076923078,3,6,136,15,151,0.11029411764705882,5,8,4,17,40.090000000000003,83390,"Associate's degree","None","None"]
["51-2099","Assemblers and Fabricators, All Other",51,"Production Occupations","51-2099 (Assemblers and Fabricators, All Other)","Napa","Bay Area","Napa Metropolitan Statistical Area","Below Middle Skill",70,60,-10,-0.14285714285714285,-1,-2,68,-5,63,-7.3529411764705885E-2,3,5,-1,7,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["21-1094","Community Health Workers",21,"Community and Social Service Occupations","21-1094 (Community Health Workers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,6,0,9,20.98,43645,"High school diploma or equivalent","None","Short-term on-the-job training"]
["23-2093","Title Examiners, Abstractors, and Searchers",23,"Legal Occupations","23-2093 (Title Examiners, Abstractors, and Searchers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",220,240,20,9.0909090909090912E-2,2,4,224,10,234,4.4642857142857144E-2,14,11,2,27,20.83,43320,"High school diploma or equivalent","<5 years","None"]
["29-1021","Dentists, General",29,"Healthcare Practitioners and Technical Occupations","29-1021 (Dentists, General)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",210,250,40,0.19047619047619047,4,8,218,20,238,9.1743119266055051E-2,4,2,4,10,68.180000000000007,141810,"Doctoral or professional degree","None","None"]
["29-1069","Physicians and Surgeons, All Other",29,"Healthcare Practitioners and Technical Occupations","29-1069 (Physicians and Surgeons, All Other)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",110,110,0,0,0,0,110,0,110,0,2,1,0,3,90.31,187841,"Doctoral or professional degree","None","Internship/residency"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",220,310,90,0.40909090909090912,9,18,238,45,283,0.18907563025210083,5,8,9,22,63,131036,"Master's degree","None","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",300,380,80,0.26666666666666666,8,16,316,40,356,0.12658227848101267,6,14,8,28,19.59,40741,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",900,970,70,7.7777777777777779E-2,7,14,914,35,949,3.8293216630196934E-2,57,47,6,110,15.54,32340,"Postsecondary non-degree award","None","None"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",1410,1560,150,0.10638297872340426,15,30,1440,75,1515,5.2083333333333336E-2,52,66,15,133,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",210,290,80,0.38095238095238093,8,16,226,40,266,0.17699115044247787,19,17,8,44,12.01,24985,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",260,300,40,0.15384615384615385,4,8,268,20,288,7.4626865671641784E-2,13,13,4,30,19.79,41175,"High school diploma or equivalent","<5 years","None"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",700,740,40,5.7142857142857141E-2,4,8,708,20,728,2.8248587570621469E-2,48,36,4,88,11.86,24676,"Postsecondary non-degree award","None","None"]
["41-9021","Real Estate Brokers",41,"Sales and Related Occupations","41-9021 (Real Estate Brokers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",130,190,60,0.46153846153846156,6,12,142,30,172,0.21126760563380281,8,6,6,20,0,0,"High school diploma or equivalent","<5 years","None"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,0,5,25.64,53339,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4071","File Clerks",43,"Office and Administrative Support Occupations","43-4071 (File Clerks)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,5,5,0,10,17.43,36256,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",1810,1860,50,2.7624309392265192E-2,5,10,1820,25,1845,1.3736263736263736E-2,99,96,5,200,18.5,38467,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9199","Office and Administrative Support Workers, All Other",43,"Office and Administrative Support Occupations","43-9199 (Office and Administrative Support Workers, All Other)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",490,520,30,6.1224489795918366E-2,3,6,496,15,511,3.0241935483870969E-2,22,32,3,57,14.78,30749,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2141","Painters, Construction and Maintenance",47,"Construction and Extraction Occupations","47-2141 (Painters, Construction and Maintenance)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",450,560,110,0.24444444444444444,11,22,472,55,527,0.11652542372881355,17,25,11,53,23.13,48104,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",900,910,10,1.1111111111111112E-2,1,2,902,5,907,5.5432372505543242E-3,29,55,2,86,18.34,38153,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,10,24,8,42,21.73,45201,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9094","Locksmiths and Safe Repairers",49,"Installation, Maintenance, and Repair Occupations","49-9094 (Locksmiths and Safe Repairers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,2,-1,3,27.18,56524,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-7011","Cabinetmakers and Bench Carpenters",51,"Production Occupations","51-7011 (Cabinetmakers and Bench Carpenters)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,5,6,1,12,16.190000000000001,33675,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",550,660,110,0.2,11,22,572,55,627,9.6153846153846159E-2,25,46,11,82,20.25,42109,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-2011","Airline Pilots, Copilots, and Flight Engineers",53,"Transportation and Material Moving Occupations","53-2011 (Airline Pilots, Copilots, and Flight Engineers)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,0,0,"Bachelor's degree","<5 years","Moderate-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",520,530,10,1.9230769230769232E-2,1,2,522,5,527,9.5785440613026813E-3,15,22,1,38,0,0,"Bachelor's degree","≥5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",280,320,40,0.14285714285714285,4,8,288,20,308,6.9444444444444448E-2,5,16,3,24,71.58,148887,"Bachelor's degree","≥5 years","None"]
["11-9033","Education Administrators, Postsecondary",11,"Management Occupations","11-9033 (Education Administrators, Postsecondary)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",320,350,30,9.375E-2,3,6,326,15,341,4.6012269938650305E-2,9,15,3,27,49.84,103663,"Master's degree","<5 years","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",820,910,90,0.10975609756097561,9,18,838,45,883,5.3699284009546537E-2,28,45,8,81,38.5,80077,"Bachelor's degree","<5 years","None"]
["13-1141","Compensation, Benefits, and Job Analysis Specialists",13,"Business and Financial Operations Occupations","13-1141 (Compensation, Benefits, and Job Analysis Specialists)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,4,1,7,31.39,65309,"Bachelor's degree","<5 years","None"]
["13-2099","Financial Specialists, All Other",13,"Business and Financial Operations Occupations","13-2099 (Financial Specialists, All Other)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,3,5,1,9,33.93,70565,"Bachelor's degree","None","Moderate-term on-the-job training"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,6,10,2,18,58.52,121714,"Bachelor's degree","None","None"]
["17-3031","Surveying and Mapping Technicians",17,"Architecture and Engineering Occupations","17-3031 (Surveying and Mapping Technicians)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,4,8,1,13,31.21,64909,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["19-2042","Geoscientists, Except Hydrologists and Geographers",19,"Life, Physical, and Social Science Occupations","19-2042 (Geoscientists, Except Hydrologists and Geographers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",110,140,30,0.27272727272727271,3,6,116,15,131,0.12931034482758622,3,9,2,14,41.97,87290,"Bachelor's degree","None","None"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",660,760,100,0.15151515151515152,10,20,680,50,730,7.3529411764705885E-2,32,50,10,92,18.2,37836,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-1021 (First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,6,1,10,0,0,"High school diploma or equivalent","<5 years","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",770,850,80,0.1038961038961039,8,16,786,40,826,5.0890585241730277E-2,35,43,8,86,18.02,37481,"Associate's degree","None","None"]
["25-4021","Librarians",25,"Education, Training, and Library Occupations","25-4021 (Librarians)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,3,1,8,34.83,72454,"Master's degree","None","None"]
["27-4021","Photographers",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-4021 (Photographers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",100,70,-30,-0.3,-3,-6,94,-15,79,-0.15957446808510639,4,3,-4,3,20.260000000000002,42132,"High school diploma or equivalent","None","Long-term on-the-job training"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,2,2,1,5,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",190,250,60,0.31578947368421051,6,12,202,30,232,0.14851485148514851,4,4,6,14,59.7,124171,"Doctoral or professional degree","None","None"]
["29-9099","Healthcare Practitioners and Technical Workers, All Other",29,"Healthcare Practitioners and Technical Occupations","29-9099 (Healthcare Practitioners and Technical Workers, All Other)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,2,2,6,0,0,"Postsecondary non-degree award","None","None"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",660,730,70,0.10606060606060606,7,14,674,35,709,5.192878338278932E-2,35,40,8,83,23.02,47892,"Postsecondary non-degree award","None","None"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",630,640,10,1.5873015873015872E-2,1,2,632,5,637,7.9113924050632917E-3,15,25,1,41,55.87,116223,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",380,470,90,0.23684210526315788,9,18,398,45,443,0.11306532663316583,32,30,8,70,12.14,25253,"No formal educational credential","None","Short-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",2550,2810,260,0.10196078431372549,26,52,2602,130,2732,4.9961568024596462E-2,125,192,26,343,17.13,35621,"No formal educational credential","None","Short-term on-the-job training"]
["39-3011","Gaming Dealers",39,"Personal Care and Service Occupations","39-3011 (Gaming Dealers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",580,680,100,0.17241379310344829,10,20,600,50,650,8.3333333333333329E-2,37,56,10,103,11.89,24728,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",6270,6580,310,4.9441786283891544E-2,31,62,6332,155,6487,2.4478837650031584E-2,407,510,31,948,13.32,27696,"No formal educational credential","None","Short-term on-the-job training"]
["41-9031","Sales Engineers",41,"Sales and Related Occupations","41-9031 (Sales Engineers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Above Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,12,1,17,50.17,104347,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,11,19,1,31,19.690000000000001,40964,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4081","Hotel, Motel, and Resort Desk Clerks",43,"Office and Administrative Support Occupations","43-4081 (Hotel, Motel, and Resort Desk Clerks)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",340,440,100,0.29411764705882354,10,20,360,50,410,0.1388888888888889,22,39,10,71,14.07,29275,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,5,7,1,13,15.37,31977,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9051","Mail Clerks and Mail Machine Operators, Except Postal Service",43,"Office and Administrative Support Occupations","43-9051 (Mail Clerks and Mail Machine Operators, Except Postal Service)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,16.54,34403,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2044","Tile and Marble Setters",47,"Construction and Extraction Occupations","47-2044 (Tile and Marble Setters)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",300,370,70,0.23333333333333334,7,14,314,35,349,0.11146496815286625,11,18,8,37,23.34,48552,"No formal educational credential","None","Long-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",580,640,60,0.10344827586206896,6,12,592,30,622,5.0675675675675678E-2,20,31,6,57,39.78,82735,"High school diploma or equivalent","<5 years","None"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",1480,1550,70,4.72972972972973E-2,7,14,1494,35,1529,2.3427041499330656E-2,48,91,7,146,23.85,49609,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",290,320,30,0.10344827586206896,3,6,296,15,311,5.0675675675675678E-2,15,23,3,41,14.53,30222,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",440,480,40,9.0909090909090912E-2,4,8,448,20,468,4.4642857142857144E-2,12,36,4,52,26.65,55435,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8021","Stationary Engineers and Boiler Operators",51,"Production Occupations","51-8021 (Stationary Engineers and Boiler Operators)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,-1,5,39.43,82017,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",1470,1590,120,8.1632653061224483E-2,12,24,1494,60,1554,4.0160642570281124E-2,72,101,12,185,14.77,30717,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Below Middle Skill",3100,3550,450,0.14516129032258066,45,90,3190,225,3415,7.0532915360501561E-2,165,284,45,494,14.64,30442,"No formal educational credential","None","Short-term on-the-job training"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,2,7,1,10,65.3,135823,"Bachelor's degree","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",5450,5400,-50,-9.1743119266055051E-3,-5,-10,5440,-25,5415,-4.5955882352941178E-3,317,81,-5,393,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",390,430,40,0.10256410256410256,4,8,398,20,418,5.0251256281407038E-2,17,14,3,34,23.65,49193,"High school diploma or equivalent","<5 years","None"]
["13-2051","Financial Analysts",13,"Business and Financial Operations Occupations","13-2051 (Financial Analysts)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,4,1,6,36.159999999999997,75219,"Bachelor's degree","None","None"]
["15-1133","Software Developers, Systems Software",15,"Computer and Mathematical Occupations","15-1133 (Software Developers, Systems Software)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,1,4,1,6,42.79,88996,"Bachelor's degree","None","None"]
["17-2072","Electronics Engineers, Except Computer",17,"Architecture and Engineering Occupations","17-2072 (Electronics Engineers, Except Computer)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,45.75,95160,"Bachelor's degree","None","None"]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-1021 (First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,7,2,12,0,0,"High school diploma or equivalent","<5 years","None"]
["21-1091","Health Educators",21,"Community and Social Service Occupations","21-1091 (Health Educators)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,7,2,13,26.68,55485,"Bachelor's degree","None","None"]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-1021 (First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,6,13,3,22,0,0,"High school diploma or equivalent","<5 years","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,11,7,1,19,19.86,41309,"Postsecondary non-degree award","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,7,1,11,26.09,54256,"Bachelor's degree","None","None"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Above Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,7,6,2,15,72.650000000000006,151102,"Doctoral or professional degree","None","None"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,6,8,5,19,15.16,31540,"Associate's degree","None","None"]
["31-9097","Phlebotomists",31,"Healthcare Support Occupations","31-9097 (Phlebotomists)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",230,310,80,0.34782608695652173,8,16,246,40,286,0.16260162601626016,12,15,8,35,19.75,41083,"Postsecondary non-degree award","None","None"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,15.32,31867,"High school diploma or equivalent","<5 years","None"]
["35-3022","Counter Attendants, Cafeteria, Food Concession, and Coffee Shop",35,"Food Preparation and Serving Related Occupations","35-3022 (Counter Attendants, Cafeteria, Food Concession, and Coffee Shop)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",360,420,60,0.16666666666666666,6,12,372,30,402,8.0645161290322578E-2,47,37,6,90,11.53,23987,"No formal educational credential","None","Short-term on-the-job training"]
["37-2021","Pest Control Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2021 (Pest Control Workers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,5,12,1,18,18.239999999999998,37935,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",200,270,70,0.35,7,14,214,35,249,0.16355140186915887,16,19,6,41,12.94,26909,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",460,520,60,0.13043478260869565,6,12,472,30,502,6.3559322033898302E-2,16,27,7,50,26.48,55071,"High school diploma or equivalent","<5 years","None"]
["43-2011","Switchboard Operators, Including Answering Service",43,"Office and Administrative Support Occupations","43-2011 (Switchboard Operators, Including Answering Service)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,3,3,0,6,14.73,30626,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",520,460,-60,-0.11538461538461539,-6,-12,508,-30,478,-5.905511811023622E-2,25,31,-6,50,14.11,29336,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",1130,1280,150,0.13274336283185842,15,30,1160,75,1235,6.4655172413793108E-2,75,80,15,170,13.54,28159,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9022","Word Processors and Typists",43,"Office and Administrative Support Occupations","43-9022 (Word Processors and Typists)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",90,60,-30,-0.33333333333333331,-3,-6,84,-15,69,-0.17857142857142858,5,4,-3,6,15.58,32397,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2041","Graders and Sorters, Agricultural Products",45,"Farming, Fishing, and Forestry Occupations","45-2041 (Graders and Sorters, Agricultural Products)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",920,950,30,3.2608695652173912E-2,3,6,926,15,941,1.6198704103671708E-2,37,88,3,128,10.45,21741,"No formal educational credential","None","Short-term on-the-job training"]
["47-2161","Plasterers and Stucco Masons",47,"Construction and Extraction Occupations","47-2161 (Plasterers and Stucco Masons)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,5,7,2,14,12.7,26413,"No formal educational credential","None","Long-term on-the-job training"]
["49-3041","Farm Equipment Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3041 (Farm Equipment Mechanics and Service Technicians)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,16,2,26,18.45,38377,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-1021","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-1021 (First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",310,380,70,0.22580645161290322,7,14,324,35,359,0.10802469135802469,11,24,7,42,0,0,"High school diploma or equivalent","<5 years","None"]
["51-4011","Computer-Controlled Machine Tool Operators, Metal and Plastic",51,"Production Occupations","51-4011 (Computer-Controlled Machine Tool Operators, Metal and Plastic)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",80,80,0,0,0,0,80,0,80,0,2,6,1,9,18.62,38721,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9122","Painters, Transportation Equipment",51,"Production Occupations","51-9122 (Painters, Transportation Equipment)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",70,70,0,0,0,0,70,0,70,0,2,5,1,8,22.64,47093,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,5,3,2,10,14.17,29481,"No formal educational credential","None","Short-term on-the-job training"]
["53-7063","Machine Feeders and Offbearers",53,"Transportation and Material Moving Occupations","53-7063 (Machine Feeders and Offbearers)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Below Middle Skill",320,360,40,0.125,4,8,328,20,348,6.097560975609756E-2,18,27,4,49,23.83,49562,"No formal educational credential","None","Short-term on-the-job training"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",320,300,-20,-6.25E-2,-2,-4,316,-10,306,-3.1645569620253167E-2,8,13,-2,19,51.76,107654,"Bachelor's degree","<5 years","None"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",350,360,10,2.8571428571428571E-2,1,2,352,5,357,1.4204545454545454E-2,10,23,1,34,27.56,57307,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",680,680,0,0,0,0,680,0,680,0,20,39,0,59,31.74,66023,"Bachelor's degree","None","None"]
["19-4021","Biological Technicians",19,"Life, Physical, and Social Science Occupations","19-4021 (Biological Technicians)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",140,130,-10,-7.1428571428571425E-2,-1,-2,138,-5,133,-3.6231884057971016E-2,3,9,0,12,16.03,33358,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,6,12,2,20,16.04,33368,"Associate's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,3,4,0,7,23.92,49758,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,2,6,1,9,18.37,38212,"Bachelor's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Above Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,1,2,2,5,50.04,104096,"Doctoral or professional degree","None","None"]
["29-2051","Dietetic Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2051 (Dietetic Technicians)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,4,1,8,12.07,25102,"Associate's degree","None","None"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,4,4,0,8,14.53,30231,"High school diploma or equivalent","None","None"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",200,220,20,0.1,2,4,204,10,214,4.9019607843137254E-2,29,22,2,53,16.829999999999998,35004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",1370,1530,160,0.11678832116788321,16,32,1402,80,1482,5.7061340941512127E-2,108,165,16,289,11.98,24923,"No formal educational credential","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",3120,4530,1410,0.45192307692307693,141,282,3402,705,4107,0.20723104056437389,305,230,141,676,11.52,23967,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,11,14,2,27,21.82,45381,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,7,6,1,14,17.97,37375,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,6,4,0,10,16.600000000000001,34526,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",2580,2550,-30,-1.1627906976744186E-2,-3,-6,2574,-15,2559,-5.8275058275058279E-3,140,183,-3,320,11.8,24546,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",80,60,-20,-0.25,-2,-4,76,-10,66,-0.13157894736842105,4,5,-2,7,14.28,29705,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",210,230,20,9.5238095238095233E-2,2,4,214,10,224,4.6728971962616821E-2,8,15,2,25,22.97,47788,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,4,7,2,13,21.21,44115,"Some college, no degree","None","Short-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,6,1,10,26.82,55783,"High school diploma or equivalent","None","Long-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Del Norte, Humboldt, Lake and Mendocino","North Far North","North Coast Region","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,8,1,13,0,0,"High school diploma or equivalent","<5 years","None"]
["51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9021 (Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",80,70,-10,-0.125,-1,-2,78,-5,73,-6.4102564102564097E-2,3,6,-1,8,14.93,31065,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Imperial","San Diego and Imperial","El Centro Metropolitan Statistical Area","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,3,7,2,12,0,0,"High school diploma or equivalent","<5 years","None"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Below Middle Skill",1540,1730,190,0.12337662337662338,19,38,1578,95,1673,6.0202788339670466E-2,111,134,19,264,11.99,24946,"No formal educational credential","None","Short-term on-the-job training"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",6790,7390,600,8.8365243004418267E-2,60,120,6910,300,7210,4.3415340086830678E-2,414,105,60,579,16.04,33364,"High school diploma or equivalent","≥5 years","None"]
["11-9039","Education Administrators, All Other",11,"Management Occupations","11-9039 (Education Administrators, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,3,1,6,29.31,60971,"Bachelor's degree","<5 years","None"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",520,670,150,0.28846153846153844,15,30,550,75,625,0.13636363636363635,19,39,14,72,30.92,64329,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2061","Financial Examiners",13,"Business and Financial Operations Occupations","13-2061 (Financial Examiners)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,2,1,4,34.9,72596,"Bachelor's degree","None","Long-term on-the-job training"]
["15-1134","Web Developers",15,"Computer and Mathematical Occupations","15-1134 (Web Developers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",410,500,90,0.21951219512195122,9,18,428,45,473,0.10514018691588785,8,23,10,41,28.13,58501,"Associate's degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",590,640,50,8.4745762711864403E-2,5,10,600,25,625,4.1666666666666664E-2,12,29,5,46,46.5,96713,"Bachelor's degree","None","None"]
["17-3023","Electrical and Electronics Engineering Technicians",17,"Architecture and Engineering Occupations","17-3023 (Electrical and Electronics Engineering Technicians)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",770,810,40,5.1948051948051951E-2,4,8,778,20,798,2.570694087403599E-2,25,42,4,71,39.25,81623,"Associate's degree","None","None"]
["19-4031","Chemical Technicians",19,"Life, Physical, and Social Science Occupations","19-4031 (Chemical Technicians)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,5,1,9,21.48,44660,"Associate's degree","None","Moderate-term on-the-job training"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",600,670,70,0.11666666666666667,7,14,614,35,649,5.7003257328990226E-2,23,42,7,72,30.5,63457,"Master's degree","None","None"]
["21-1099","Community and Social Service Specialists, All Other",21,"Community and Social Service Occupations","21-1099 (Community and Social Service Specialists, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",180,200,20,0.1111111111111111,2,4,184,10,194,5.434782608695652E-2,8,14,2,24,27.66,57547,"Bachelor's degree","None","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Monterey","Bay Area","Salinas Metropolitan Statistical Area","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,6,13,2,21,0,0,"High school diploma or equivalent","<5 years","None"]
["27-1011","Art Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-1011 (Art Directors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",140,150,10,7.1428571428571425E-2,1,2,142,5,147,3.5211267605633804E-2,7,4,2,13,0,0,"Bachelor's degree","≥5 years","None"]
["27-2012","Producers and Directors",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2012 (Producers and Directors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",150,210,60,0.4,6,12,162,30,192,0.18518518518518517,4,11,6,21,33.1,68849,"Bachelor's degree","<5 years","None"]
["29-1122","Occupational Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1122 (Occupational Therapists)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",250,320,70,0.28000000000000003,7,14,264,35,299,0.13257575757575757,6,8,7,21,45.1,93799,"Master's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",210,280,70,0.33333333333333331,7,14,224,35,259,0.15625,5,7,7,19,55.61,115662,"Master's degree","None","None"]
["29-2055","Surgical Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2055 (Surgical Technologists)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",250,280,30,0.12,3,6,256,15,271,5.859375E-2,8,12,3,23,29.3,60938,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",2350,3010,660,0.28085106382978725,66,132,2482,330,2812,0.13295729250604352,118,165,66,349,17.579999999999998,36567,"Postsecondary non-degree award","None","None"]
["33-3021","Detectives and Criminal Investigators",33,"Protective Service Occupations","33-3021 (Detectives and Criminal Investigators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",90,90,0,0,0,0,90,0,90,0,2,3,0,5,61.76,128464,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",350,380,30,8.5714285714285715E-2,3,6,356,15,371,4.2134831460674156E-2,50,38,3,91,17.309999999999999,36022,"High school diploma or equivalent","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",370,420,50,0.13513513513513514,5,10,380,25,405,6.5789473684210523E-2,20,24,5,49,18.39,38264,"High school diploma or equivalent","<5 years","None"]
["39-4021","Funeral Attendants",39,"Personal Care and Service Occupations","39-4021 (Funeral Attendants)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,6,4,1,11,12.62,26250,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",780,1010,230,0.29487179487179488,23,46,826,115,941,0.13922518159806296,59,90,23,172,12.97,26981,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-3031","Securities, Commodities, and Financial Services Sales Agents",41,"Sales and Related Occupations","41-3031 (Securities, Commodities, and Financial Services Sales Agents)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Above Middle Skill",720,760,40,5.5555555555555552E-2,4,8,728,20,748,2.7472527472527472E-2,19,49,4,72,24.24,50412,"Bachelor's degree","None","Moderate-term on-the-job training"]
["43-3099","Financial Clerks, All Other",43,"Office and Administrative Support Occupations","43-3099 (Financial Clerks, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",270,300,30,0.1111111111111111,3,6,276,15,291,5.434782608695652E-2,11,19,2,32,19.91,41415,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,2,3,1,6,27.46,57127,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4181","Reservation and Transportation Ticket Agents and Travel Clerks",43,"Office and Administrative Support Occupations","43-4181 (Reservation and Transportation Ticket Agents and Travel Clerks)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,6,2,12,19.920000000000002,41425,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9021","Data Entry Keyers",43,"Office and Administrative Support Occupations","43-9021 (Data Entry Keyers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",640,560,-80,-0.125,-8,-16,624,-40,584,-6.4102564102564097E-2,31,39,-8,62,16.64,34618,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9071","Office Machine Operators, Except Computer",43,"Office and Administrative Support Occupations","43-9071 (Office Machine Operators, Except Computer)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,4,-1,5,20.100000000000001,41804,"High school diploma or equivalent","None","Short-term on-the-job training"]
["47-2021","Brickmasons and Blockmasons",47,"Construction and Extraction Occupations","47-2021 (Brickmasons and Blockmasons)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",240,380,140,0.58333333333333337,14,28,268,70,338,0.26119402985074625,9,17,13,39,36.49,75902,"High school diploma or equivalent","None","Apprenticeship"]
["47-4031","Fence Erectors",47,"Construction and Extraction Occupations","47-4031 (Fence Erectors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",80,120,40,0.5,4,8,88,20,108,0.22727272727272727,3,7,3,13,20.399999999999999,42434,"No formal educational credential","None","Moderate-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",150,180,30,0.2,3,6,156,15,171,9.6153846153846159E-2,5,7,2,14,29.49,61338,"Postsecondary non-degree award","None","None"]
["49-3093","Tire Repairers and Changers",49,"Installation, Maintenance, and Repair Occupations","49-3093 (Tire Repairers and Changers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",450,530,80,0.17777777777777778,8,16,466,40,506,8.5836909871244635E-2,18,42,8,68,12.19,25337,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",410,490,80,0.1951219512195122,8,16,426,40,466,9.3896713615023469E-2,29,34,8,71,13.67,28434,"No formal educational credential","None","Long-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",1040,1080,40,3.8461538461538464E-2,4,8,1048,20,1068,1.9083969465648856E-2,37,69,4,110,20.72,43102,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-6031","Sewing Machine Operators",51,"Production Occupations","51-6031 (Sewing Machine Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",220,170,-50,-0.22727272727272727,-5,-10,210,-25,185,-0.11904761904761904,11,9,-5,15,12.65,26326,"No formal educational credential","None","Short-term on-the-job training"]
["51-8093","Petroleum Pump System Operators, Refinery Operators, and Gaugers",51,"Production Occupations","51-8093 (Petroleum Pump System Operators, Refinery Operators, and Gaugers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",210,180,-30,-0.14285714285714285,-3,-6,204,-15,189,-7.3529411764705885E-2,4,14,-3,15,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9012","Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9012 (Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,5,15,3,23,17.04,35445,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9021","Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9021 (Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",200,250,50,0.25,5,10,210,25,235,0.11904761904761904,8,17,6,31,11.87,24688,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9022","Grinding and Polishing Workers, Hand",51,"Production Occupations","51-9022 (Grinding and Polishing Workers, Hand)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",120,110,-10,-8.3333333333333329E-2,-1,-2,118,-5,113,-4.2372881355932202E-2,4,8,-1,11,12.85,26715,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",620,680,60,9.6774193548387094E-2,6,12,632,30,662,4.746835443037975E-2,23,49,6,78,12.15,25261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9032","Cutting and Slicing Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9032 (Cutting and Slicing Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,3,7,1,11,14,29130,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",1340,1200,-140,-0.1044776119402985,-14,-28,1312,-70,1242,-5.3353658536585365E-2,53,97,-14,136,19.489999999999998,40532,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9083","Ophthalmic Laboratory Technicians",51,"Production Occupations","51-9083 (Ophthalmic Laboratory Technicians)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,7,1,12,22.8,47431,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1030,1240,210,0.20388349514563106,21,42,1072,105,1177,9.7947761194029856E-2,54,75,21,150,12.77,26571,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9121","Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9121 (Coating, Painting, and Spraying Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,5,14,3,22,15.61,32467,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9151","Photographic Process Workers and Processing Machine Operators",51,"Production Occupations","51-9151 (Photographic Process Workers and Processing Machine Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",50,40,-10,-0.2,-1,-2,48,-5,43,-0.10416666666666667,2,5,-1,6,18.850000000000001,39212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9195","Molders, Shapers, and Casters, Except Metal and Plastic",51,"Production Occupations","51-9195 (Molders, Shapers, and Casters, Except Metal and Plastic)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,8,12,4,24,12.77,26571,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9196","Paper Goods Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9196 (Paper Goods Machine Setters, Operators, and Tenders)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",330,300,-30,-9.0909090909090912E-2,-3,-6,324,-15,309,-4.6296296296296294E-2,11,20,-2,29,25.03,52058,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1410,1640,230,0.16312056737588654,23,46,1456,115,1571,7.898351648351648E-2,82,145,24,251,12.29,25578,"High school diploma or equivalent","None","Short-term on-the-job training"]
["51-9199","Production Workers, All Other",51,"Production Occupations","51-9199 (Production Workers, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",520,570,50,9.6153846153846159E-2,5,10,530,25,555,4.716981132075472E-2,21,40,6,67,12.42,25834,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","San Joaquin","Central","Stockton-Lodi Metropolitan Statistical Area","Middle Skill",630,750,120,0.19047619047619047,12,24,654,60,714,9.1743119266055051E-2,22,48,12,82,0,0,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","San Luis Obispo","South Central","San Luis Obispo-Paso Robles-Arroyo Grande Metropolitan Statistical Area","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,3,7,2,12,0,0,"High school diploma or equivalent","<5 years","None"]
["53-2012","Commercial Pilots",53,"Transportation and Material Moving Occupations","53-2012 (Commercial Pilots)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,7,15,4,26,0,64148,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",320,400,80,0.25,8,16,336,40,376,0.11904761904761904,28,15,7,50,12.54,26093,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",790,880,90,0.11392405063291139,9,18,808,45,853,5.5693069306930694E-2,65,34,9,108,15.87,33004,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",500,530,30,0.06,3,6,506,15,521,2.9644268774703556E-2,22,32,3,57,16.97,35297,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",2280,2530,250,0.10964912280701754,25,50,2330,125,2455,5.3648068669527899E-2,102,151,25,278,21.31,44325,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1950,2290,340,0.17435897435897435,34,68,2018,170,2188,8.424182358771061E-2,90,133,34,257,15.81,32900,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3041","Taxi Drivers and Chauffeurs",53,"Transportation and Material Moving Occupations","53-3041 (Taxi Drivers and Chauffeurs)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",550,680,130,0.23636363636363636,13,26,576,65,641,0.11284722222222222,36,25,13,74,12.51,26021,"No formal educational credential","None","Short-term on-the-job training"]
["53-6021","Parking Lot Attendants",53,"Transportation and Material Moving Occupations","53-6021 (Parking Lot Attendants)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,3,4,0,7,11.93,24812,"No formal educational credential","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,6,13,1,20,15.02,31248,"No formal educational credential","None","Short-term on-the-job training"]
["53-7021","Crane and Tower Operators",53,"Transportation and Material Moving Occupations","53-7021 (Crane and Tower Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,5,1,8,31.9,66358,"High school diploma or equivalent","<5 years","Moderate-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1170,1410,240,0.20512820512820512,24,48,1218,120,1338,9.8522167487684734E-2,45,97,24,166,14.85,30886,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1180,1380,200,0.16949152542372881,20,40,1220,100,1320,8.1967213114754092E-2,66,111,20,197,11.7,24347,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",4760,5560,800,0.16806722689075632,80,160,4920,400,5320,8.1300813008130079E-2,256,441,80,777,12.87,26764,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",1900,2090,190,0.1,19,38,1938,95,2033,4.9019607843137254E-2,135,163,18,316,11.69,24316,"No formal educational credential","None","Short-term on-the-job training"]
["53-7081","Refuse and Recyclable Material Collectors",53,"Transportation and Material Moving Occupations","53-7081 (Refuse and Recyclable Material Collectors)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",240,280,40,0.16666666666666666,4,8,248,20,268,8.0645161290322578E-2,12,19,4,35,19.16,39852,"No formal educational credential","None","Short-term on-the-job training"]
["53-7199","Material Moving Workers, All Other",53,"Transportation and Material Moving Occupations","53-7199 (Material Moving Workers, All Other)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Below Middle Skill",300,350,50,0.16666666666666666,5,10,310,25,335,8.0645161290322578E-2,14,24,5,43,12.67,26362,"No formal educational credential","None","Short-term on-the-job training"]
["11-1011","Chief Executives",11,"Management Occupations","11-1011 (Chief Executives)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",120,120,0,0,0,0,120,0,120,0,3,5,0,8,88.66,184424,"Bachelor's degree","≥5 years","None"]
["11-1021","General and Operations Managers",11,"Management Occupations","11-1021 (General and Operations Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",700,780,80,0.11428571428571428,8,16,716,40,756,5.5865921787709494E-2,15,44,9,68,46.27,96244,"Bachelor's degree","≥5 years","None"]
["11-2022","Sales Managers",11,"Management Occupations","11-2022 (Sales Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,3,8,2,13,37.14,77240,"Bachelor's degree","<5 years","None"]
["11-3011","Administrative Services Managers",11,"Management Occupations","11-3011 (Administrative Services Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,3,1,6,40.53,84302,"Bachelor's degree","<5 years","None"]
["11-3021","Computer and Information Systems Managers",11,"Management Occupations","11-3021 (Computer and Information Systems Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,0,2,1,3,66.08,137456,"Bachelor's degree","≥5 years","None"]
["11-3031","Financial Managers",11,"Management Occupations","11-3031 (Financial Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,2,5,2,9,49.84,103663,"Bachelor's degree","≥5 years","None"]
["11-3051","Industrial Production Managers",11,"Management Occupations","11-3051 (Industrial Production Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,36.19,75280,"Bachelor's degree","≥5 years","None"]
["11-3071","Transportation, Storage, and Distribution Managers",11,"Management Occupations","11-3071 (Transportation, Storage, and Distribution Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,41.11,85507,"High school diploma or equivalent","≥5 years","None"]
["11-9013","Farmers, Ranchers, and Other Agricultural Managers",11,"Management Occupations","11-9013 (Farmers, Ranchers, and Other Agricultural Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",1960,2190,230,0.11734693877551021,23,46,2006,115,2121,5.7328015952143568E-2,121,31,23,175,0,0,"High school diploma or equivalent","≥5 years","None"]
["11-9021","Construction Managers",11,"Management Occupations","11-9021 (Construction Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,2,5,1,8,46.18,96060,"Bachelor's degree","None","Moderate-term on-the-job training"]
["11-9031","Education Administrators, Preschool and Childcare Center/Program",11,"Management Occupations","11-9031 (Education Administrators, Preschool and Childcare Center/Program)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,17.329999999999998,36038,"Bachelor's degree","<5 years","None"]
["11-9032","Education Administrators, Elementary and Secondary School",11,"Management Occupations","11-9032 (Education Administrators, Elementary and Secondary School)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,6,1,11,0,133128,"Master's degree","≥5 years","None"]
["11-9051","Food Service Managers",11,"Management Occupations","11-9051 (Food Service Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,5,12,3,20,20.239999999999998,42100,"High school diploma or equivalent","<5 years","None"]
["11-9111","Medical and Health Services Managers",11,"Management Occupations","11-9111 (Medical and Health Services Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,3,5,2,10,58.74,122177,"Bachelor's degree","<5 years","None"]
["11-9141","Property, Real Estate, and Community Association Managers",11,"Management Occupations","11-9141 (Property, Real Estate, and Community Association Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,2,1,6,28.27,58797,"High school diploma or equivalent","<5 years","None"]
["11-9151","Social and Community Service Managers",11,"Management Occupations","11-9151 (Social and Community Service Managers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,1,4,37.450000000000003,77883,"Bachelor's degree","<5 years","None"]
["11-9199","Managers, All Other",11,"Management Occupations","11-9199 (Managers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,4,6,2,12,45.82,95294,"Bachelor's degree","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Santa Barbara","South Central","Santa Maria-Santa Barbara Metropolitan Statistical Area","Middle Skill",150,170,20,0.13333333333333333,2,4,154,10,164,6.4935064935064929E-2,5,11,2,18,0,0,"High school diploma or equivalent","<5 years","None"]
["13-1031","Claims Adjusters, Examiners, and Investigators",13,"Business and Financial Operations Occupations","13-1031 (Claims Adjusters, Examiners, and Investigators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Long-term on-the-job training"]
["13-1041","Compliance Officers",13,"Business and Financial Operations Occupations","13-1041 (Compliance Officers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,1,2,0,3,38.24,79546,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1051","Cost Estimators",13,"Business and Financial Operations Occupations","13-1051 (Cost Estimators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,35.369999999999997,73566,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-1071","Human Resources Specialists",13,"Business and Financial Operations Occupations","13-1071 (Human Resources Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,3,7,1,11,27.41,57011,"Bachelor's degree","None","None"]
["13-1111","Management Analysts",13,"Business and Financial Operations Occupations","13-1111 (Management Analysts)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",210,240,30,0.14285714285714285,3,6,216,15,231,6.9444444444444448E-2,7,12,2,21,34.36,71484,"Bachelor's degree","<5 years","None"]
["13-1151","Training and Development Specialists",13,"Business and Financial Operations Occupations","13-1151 (Training and Development Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,3,0,4,46.61,96948,"Bachelor's degree","<5 years","None"]
["13-1161","Market Research Analysts and Marketing Specialists",13,"Business and Financial Operations Occupations","13-1161 (Market Research Analysts and Marketing Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",80,110,30,0.375,3,6,86,15,101,0.1744186046511628,2,6,3,11,29.02,60349,"Bachelor's degree","None","None"]
["13-1199","Business Operations Specialists, All Other",13,"Business and Financial Operations Occupations","13-1199 (Business Operations Specialists, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",250,270,20,0.08,2,4,254,10,264,3.937007874015748E-2,8,15,1,24,35.89,74658,"Bachelor's degree","None","None"]
["13-2011","Accountants and Auditors",13,"Business and Financial Operations Occupations","13-2011 (Accountants and Auditors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",180,210,30,0.16666666666666666,3,6,186,15,201,8.0645161290322578E-2,6,11,3,20,29.16,60655,"Bachelor's degree","None","None"]
["13-2031","Budget Analysts",13,"Business and Financial Operations Occupations","13-2031 (Budget Analysts)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,32.950000000000003,68524,"Bachelor's degree","None","None"]
["13-2072","Loan Officers",13,"Business and Financial Operations Occupations","13-2072 (Loan Officers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",80,80,0,0,0,0,80,0,80,0,2,4,1,7,52.7,109634,"Bachelor's degree","None","Moderate-term on-the-job training"]
["13-2082","Tax Preparers",13,"Business and Financial Operations Occupations","13-2082 (Tax Preparers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,3,1,7,17.54,36497,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["15-1121","Computer Systems Analysts",15,"Computer and Mathematical Occupations","15-1121 (Computer Systems Analysts)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,2,4,1,7,0,0,"Bachelor's degree","None","None"]
["15-1142","Network and Computer Systems Administrators",15,"Computer and Mathematical Occupations","15-1142 (Network and Computer Systems Administrators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,2,1,4,49.1,102126,"Bachelor's degree","None","None"]
["15-1151","Computer User Support Specialists",15,"Computer and Mathematical Occupations","15-1151 (Computer User Support Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,4,1,6,22.05,45848,"Some college, no degree","None","None"]
["15-1199","Computer Occupations, All Other",15,"Computer and Mathematical Occupations","15-1199 (Computer Occupations, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,1,3,0,4,34.880000000000003,72565,"Bachelor's degree","None","None"]
["17-1022","Surveyors",17,"Architecture and Engineering Occupations","17-1022 (Surveyors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,2,3,1,6,0,0,"Bachelor's degree","None","Internship/residency"]
["17-2051","Civil Engineers",17,"Architecture and Engineering Occupations","17-2051 (Civil Engineers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,6,13,2,21,55.74,115936,"Bachelor's degree","None","None"]
["17-2071","Electrical Engineers",17,"Architecture and Engineering Occupations","17-2071 (Electrical Engineers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"Bachelor's degree","None","None"]
["17-3022","Civil Engineering Technicians",17,"Architecture and Engineering Occupations","17-3022 (Civil Engineering Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,0,3,30.57,63568,"Associate's degree","None","None"]
["19-3031","Clinical, Counseling, and School Psychologists",19,"Life, Physical, and Social Science Occupations","19-3031 (Clinical, Counseling, and School Psychologists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,45.47,94571,"Doctoral or professional degree","None","Internship/residency"]
["19-3051","Urban and Regional Planners",19,"Life, Physical, and Social Science Occupations","19-3051 (Urban and Regional Planners)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,1,4,1,6,36.020000000000003,74921,"Master's degree","None","None"]
["19-3099","Social Scientists and Related Workers, All Other",19,"Life, Physical, and Social Science Occupations","19-3099 (Social Scientists and Related Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",100,100,0,0,0,0,100,0,100,0,3,6,0,9,36.03,74931,"Bachelor's degree","None","None"]
["19-4093","Forest and Conservation Technicians",19,"Life, Physical, and Social Science Occupations","19-4093 (Forest and Conservation Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",130,130,0,0,0,0,130,0,130,0,5,10,0,15,0,0,"Associate's degree","None","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Santa Cruz","Bay Area","Santa Cruz-Watsonville Metropolitan Statistical Area","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,4,9,1,14,0,0,"High school diploma or equivalent","<5 years","None"]
["21-1012","Educational, Guidance, School, and Vocational Counselors",21,"Community and Social Service Occupations","21-1012 (Educational, Guidance, School, and Vocational Counselors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,5,1,9,24.81,51596,"Master's degree","None","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Shasta","North Far North","Redding Metropolitan Statistical Area","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,6,1,10,0,0,"High school diploma or equivalent","<5 years","None"]
["21-1019","Counselors, All Other",21,"Community and Social Service Occupations","21-1019 (Counselors, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,0,0,"Master's degree","None","None"]
["21-1021","Child, Family, and School Social Workers",21,"Community and Social Service Occupations","21-1021 (Child, Family, and School Social Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,26.65,55434,"Bachelor's degree","None","None"]
["21-1022","Healthcare Social Workers",21,"Community and Social Service Occupations","21-1022 (Healthcare Social Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,38.97,81065,"Master's degree","None","Internship/residency"]
["21-1029","Social Workers, All Other",21,"Community and Social Service Occupations","21-1029 (Social Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,29.69,61751,"Bachelor's degree","None","None"]
["21-1092","Probation Officers and Correctional Treatment Specialists",21,"Community and Social Service Occupations","21-1092 (Probation Officers and Correctional Treatment Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,0,0,"Bachelor's degree","None","Short-term on-the-job training"]
["21-1093","Social and Human Service Assistants",21,"Community and Social Service Occupations","21-1093 (Social and Human Service Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,4,6,1,11,28.46,59212,"High school diploma or equivalent","None","Short-term on-the-job training"]
["21-2011","Clergy",21,"Community and Social Service Occupations","21-2011 (Clergy)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",100,100,0,0,0,0,100,0,100,0,5,6,0,11,15.08,31358,"Bachelor's degree","None","Moderate-term on-the-job training"]
["23-1011","Lawyers",23,"Legal Occupations","23-1011 (Lawyers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",60,60,0,0,0,0,60,0,60,0,1,1,1,3,58.01,120678,"Doctoral or professional degree","None","None"]
["23-2011","Paralegals and Legal Assistants",23,"Legal Occupations","23-2011 (Paralegals and Legal Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,1,4,19.59,40751,"Associate's degree","None","None"]
["25-2011","Preschool Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2011 (Preschool Teachers, Except Special Education)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",280,300,20,7.1428571428571425E-2,2,4,284,10,294,3.5211267605633804E-2,12,15,2,29,14.01,29144,"Associate's degree","None","None"]
["25-2012","Kindergarten Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2012 (Kindergarten Teachers, Except Special Education)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,0,80496,"Bachelor's degree","None","None"]
["25-2021","Elementary School Teachers, Except Special Education",25,"Education, Training, and Library Occupations","25-2021 (Elementary School Teachers, Except Special Education)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",1050,1120,70,6.6666666666666666E-2,7,14,1064,35,1099,3.2894736842105261E-2,36,40,7,83,0,79582,"Bachelor's degree","None","None"]
["25-2031","Secondary School Teachers, Except Special and Career/Technical Education",25,"Education, Training, and Library Occupations","25-2031 (Secondary School Teachers, Except Special and Career/Technical Education)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",420,450,30,7.1428571428571425E-2,3,6,426,15,441,3.5211267605633804E-2,13,16,3,32,0,75378,"Bachelor's degree","None","None"]
["25-2052","Special Education Teachers, Kindergarten and Elementary School",25,"Education, Training, and Library Occupations","25-2052 (Special Education Teachers, Kindergarten and Elementary School)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,82954,"Bachelor's degree","None","None"]
["25-2054","Special Education Teachers, Secondary School",25,"Education, Training, and Library Occupations","25-2054 (Special Education Teachers, Secondary School)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,50,0,0,0,0,50,0,50,0,2,2,0,4,0,58247,"Bachelor's degree","None","None"]
["25-3021","Self-Enrichment Education Teachers",25,"Education, Training, and Library Occupations","25-3021 (Self-Enrichment Education Teachers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,18.95,39420,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Solano","Bay Area","Vallejo-Fairfield Metropolitan Statistical Area","Middle Skill",190,240,50,0.26315789473684209,5,10,200,25,225,0.125,7,15,5,27,0,0,"High school diploma or equivalent","<5 years","None"]
["25-3098","Substitute Teachers",25,"Education, Training, and Library Occupations","25-3098 (Substitute Teachers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",790,860,70,8.8607594936708861E-2,7,14,804,35,839,4.3532338308457715E-2,50,39,6,95,18.16,37775,"Bachelor's degree","None","None"]
["25-4031","Library Technicians",25,"Education, Training, and Library Occupations","25-4031 (Library Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,4,2,0,6,21.19,44081,"Postsecondary non-degree award","None","None"]
["25-9031","Instructional Coordinators",25,"Education, Training, and Library Occupations","25-9031 (Instructional Coordinators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,1,0,3,38.01,79064,"Master's degree","≥5 years","None"]
["25-9041","Teacher Assistants",25,"Education, Training, and Library Occupations","25-9041 (Teacher Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",640,680,40,6.25E-2,4,8,648,20,668,3.0864197530864196E-2,36,30,4,70,0,35095,"Some college, no degree","None","None"]
["25-9099","Education, Training, and Library Workers, All Other",25,"Education, Training, and Library Occupations","25-9099 (Education, Training, and Library Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,2,0,4,21.33,44386,"Bachelor's degree","None","None"]
["27-2022","Coaches and Scouts",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-2022 (Coaches and Scouts)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,0,24422,"Bachelor's degree","None","None"]
["27-3031","Public Relations Specialists",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3031 (Public Relations Specialists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,3,0,4,33.51,69692,"Bachelor's degree","None","None"]
["27-3091","Interpreters and Translators",27,"Arts, Design, Entertainment, Sports, and Media Occupations","27-3091 (Interpreters and Translators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,22.38,46549,"Bachelor's degree","None","None"]
["29-1031","Dietitians and Nutritionists",29,"Healthcare Practitioners and Technical Occupations","29-1031 (Dietitians and Nutritionists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,33.24,69133,"Bachelor's degree","None","Internship/residency"]
["29-1051","Pharmacists",29,"Healthcare Practitioners and Technical Occupations","29-1051 (Pharmacists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",100,100,0,0,0,0,100,0,100,0,2,2,1,5,72.989999999999995,151823,"Doctoral or professional degree","None","None"]
["29-1062","Family and General Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1062 (Family and General Practitioners)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,0,0,0,0,0,0,"Doctoral or professional degree","None","Internship/residency"]
["29-1071","Physician Assistants",29,"Healthcare Practitioners and Technical Occupations","29-1071 (Physician Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",70,100,30,0.42857142857142855,3,6,76,15,91,0.19736842105263158,1,3,2,6,58.08,120810,"Master's degree","None","None"]
["29-1123","Physical Therapists",29,"Healthcare Practitioners and Technical Occupations","29-1123 (Physical Therapists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,1,1,1,3,49.85,103689,"Doctoral or professional degree","None","None"]
["29-1127","Speech-Language Pathologists",29,"Healthcare Practitioners and Technical Occupations","29-1127 (Speech-Language Pathologists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,30,0,0,0,0,30,0,30,0,0,1,0,1,42.62,88650,"Master's degree","None","Internship/residency"]
["29-1131","Veterinarians",29,"Healthcare Practitioners and Technical Occupations","29-1131 (Veterinarians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,1,1,3,43.09,89615,"Doctoral or professional degree","None","None"]
["29-1141","Registered Nurses",29,"Healthcare Practitioners and Technical Occupations","29-1141 (Registered Nurses)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",950,1050,100,0.10526315789473684,10,20,970,50,1020,5.1546391752577317E-2,28,22,10,60,0,0,"Bachelor's degree","None","None"]
["29-1171","Nurse Practitioners",29,"Healthcare Practitioners and Technical Occupations","29-1171 (Nurse Practitioners)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,1,2,2,5,58.96,122638,"Master's degree","None","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Sonoma","Bay Area","Santa Rosa Metropolitan Statistical Area","Middle Skill",310,330,20,6.4516129032258063E-2,2,4,314,10,324,3.1847133757961783E-2,10,22,3,35,0,0,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Stanislaus","Central","Modesto Metropolitan Statistical Area","Middle Skill",240,260,20,8.3333333333333329E-2,2,4,244,10,254,4.0983606557377046E-2,8,17,2,27,0,0,"High school diploma or equivalent","<5 years","None"]
["29-2021","Dental Hygienists",29,"Healthcare Practitioners and Technical Occupations","29-2021 (Dental Hygienists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,1,1,4,42.26,87909,"Associate's degree","None","None"]
["29-2034","Radiologic Technologists",29,"Healthcare Practitioners and Technical Occupations","29-2034 (Radiologic Technologists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",70,70,0,0,0,0,70,0,70,0,2,2,1,5,0,0,"Associate's degree","None","None"]
["29-2041","Emergency Medical Technicians and Paramedics",29,"Healthcare Practitioners and Technical Occupations","29-2041 (Emergency Medical Technicians and Paramedics)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",100,120,20,0.2,2,4,104,10,114,9.6153846153846159E-2,2,5,2,9,22.83,47483,"Postsecondary non-degree award","None","None"]
["29-2051","Dietetic Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2051 (Dietetic Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,1,0,2,0,0,"Associate's degree","None","None"]
["29-2052","Pharmacy Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2052 (Pharmacy Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",140,170,30,0.21428571428571427,3,6,146,15,161,0.10273972602739725,5,7,2,14,18.43,38334,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["29-2056","Veterinary Technologists and Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2056 (Veterinary Technologists and Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,1,2,1,4,15.5,32231,"Associate's degree","None","None"]
["29-2061","Licensed Practical and Licensed Vocational Nurses",29,"Healthcare Practitioners and Technical Occupations","29-2061 (Licensed Practical and Licensed Vocational Nurses)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",260,290,30,0.11538461538461539,3,6,266,15,281,5.6390977443609019E-2,10,9,3,22,28.34,58938,"Postsecondary non-degree award","None","None"]
["29-2071","Medical Records and Health Information Technicians",29,"Healthcare Practitioners and Technical Occupations","29-2071 (Medical Records and Health Information Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,2,1,5,24.14,50205,"Postsecondary non-degree award","None","None"]
["31-1014","Nursing Assistants",31,"Healthcare Support Occupations","31-1014 (Nursing Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",670,740,70,0.1044776119402985,7,14,684,35,719,5.1169590643274851E-2,43,36,8,87,18.3,38069,"Postsecondary non-degree award","None","None"]
["31-2022","Physical Therapist Aides",31,"Healthcare Support Occupations","31-2022 (Physical Therapist Aides)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,16.48,34273,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9091","Dental Assistants",31,"Healthcare Support Occupations","31-9091 (Dental Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,8,8,2,18,19.760000000000002,41093,"Postsecondary non-degree award","None","None"]
["31-9092","Medical Assistants",31,"Healthcare Support Occupations","31-9092 (Medical Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",280,350,70,0.25,7,14,294,35,329,0.11904761904761904,14,19,7,40,17.66,36722,"Postsecondary non-degree award","None","None"]
["31-9096","Veterinary Assistants and Laboratory Animal Caretakers",31,"Healthcare Support Occupations","31-9096 (Veterinary Assistants and Laboratory Animal Caretakers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,3,5,1,9,12.79,26590,"High school diploma or equivalent","None","Short-term on-the-job training"]
["31-9099","Healthcare Support Workers, All Other",31,"Healthcare Support Occupations","31-9099 (Healthcare Support Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,2,2,0,4,18.52,38511,"High school diploma or equivalent","None","None"]
["33-1099","First-Line Supervisors of Protective Service Workers, All Other",33,"Protective Service Occupations","33-1099 (First-Line Supervisors of Protective Service Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,18.84,39201,"High school diploma or equivalent","<5 years","None"]
["33-2011","Firefighters",33,"Protective Service Occupations","33-2011 (Firefighters)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",210,220,10,4.7619047619047616E-2,1,2,212,5,217,2.358490566037736E-2,5,9,1,15,14.34,29830,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["33-3012","Correctional Officers and Jailers",33,"Protective Service Occupations","33-3012 (Correctional Officers and Jailers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",90,80,-10,-0.1111111111111111,-1,-2,88,-5,83,-5.6818181818181816E-2,3,4,-1,6,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-3051","Police and Sheriff's Patrol Officers",33,"Protective Service Occupations","33-3051 (Police and Sheriff's Patrol Officers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",260,270,10,3.8461538461538464E-2,1,2,262,5,267,1.9083969465648856E-2,6,10,1,17,45.62,94900,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["33-9032","Security Guards",33,"Protective Service Occupations","33-9032 (Security Guards)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",320,350,30,9.375E-2,3,6,326,15,341,4.6012269938650305E-2,20,24,4,48,11.97,24903,"High school diploma or equivalent","None","Short-term on-the-job training"]
["33-9091","Crossing Guards",33,"Protective Service Occupations","33-9091 (Crossing Guards)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",60,60,0,0,0,0,60,0,60,0,8,2,0,10,13.91,28925,"No formal educational credential","None","Short-term on-the-job training"]
["33-9092","Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",33,"Protective Service Occupations","33-9092 (Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,4,3,0,7,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["33-9099","Protective Service Workers, All Other",33,"Protective Service Occupations","33-9099 (Protective Service Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",180,190,10,5.5555555555555552E-2,1,2,182,5,187,2.7472527472527472E-2,26,19,1,46,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["35-1012","First-Line Supervisors of Food Preparation and Serving Workers",35,"Food Preparation and Serving Related Occupations","35-1012 (First-Line Supervisors of Food Preparation and Serving Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",250,300,50,0.2,5,10,260,25,285,9.6153846153846159E-2,12,27,5,44,15.48,32185,"High school diploma or equivalent","<5 years","None"]
["35-2011","Cooks, Fast Food",35,"Food Preparation and Serving Related Occupations","35-2011 (Cooks, Fast Food)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",420,430,10,2.3809523809523808E-2,1,2,422,5,427,1.1848341232227487E-2,25,34,0,59,11.61,24152,"No formal educational credential","None","Short-term on-the-job training"]
["35-2012","Cooks, Institution and Cafeteria",35,"Food Preparation and Serving Related Occupations","35-2012 (Cooks, Institution and Cafeteria)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",90,100,10,0.1111111111111111,1,2,92,5,97,5.434782608695652E-2,6,8,1,15,16.55,34428,"No formal educational credential","None","Short-term on-the-job training"]
["35-2014","Cooks, Restaurant",35,"Food Preparation and Serving Related Occupations","35-2014 (Cooks, Restaurant)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",210,290,80,0.38095238095238093,8,16,226,40,266,0.17699115044247787,15,20,8,43,13.61,28308,"No formal educational credential","<5 years","Moderate-term on-the-job training"]
["35-2021","Food Preparation Workers",35,"Food Preparation and Serving Related Occupations","35-2021 (Food Preparation Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,26,29,5,60,11.75,24440,"No formal educational credential","None","Short-term on-the-job training"]
["35-3021","Combined Food Preparation and Serving Workers, Including Fast Food",35,"Food Preparation and Serving Related Occupations","35-3021 (Combined Food Preparation and Serving Workers, Including Fast Food)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",1050,1280,230,0.21904761904761905,23,46,1096,115,1211,0.10492700729927007,103,108,23,234,11.5,23915,"No formal educational credential","None","Short-term on-the-job training"]
["35-3031","Waiters and Waitresses",35,"Food Preparation and Serving Related Occupations","35-3031 (Waiters and Waitresses)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",610,790,180,0.29508196721311475,18,36,646,90,736,0.13931888544891641,52,79,17,148,11.37,23648,"No formal educational credential","None","Short-term on-the-job training"]
["35-3041","Food Servers, Nonrestaurant",35,"Food Preparation and Serving Related Occupations","35-3041 (Food Servers, Nonrestaurant)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",60,100,40,0.66666666666666663,4,8,68,20,88,0.29411764705882354,6,6,4,16,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["35-9021","Dishwashers",35,"Food Preparation and Serving Related Occupations","35-9021 (Dishwashers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",170,210,40,0.23529411764705882,4,8,178,20,198,0.11235955056179775,14,15,4,33,10.89,22660,"No formal educational credential","None","Short-term on-the-job training"]
["37-1011","First-Line Supervisors of Housekeeping and Janitorial Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1011 (First-Line Supervisors of Housekeeping and Janitorial Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,70,20,0.4,2,4,54,10,64,0.18518518518518517,3,3,2,8,24.29,50526,"High school diploma or equivalent","<5 years","None"]
["37-1012","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-1012 (First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,29.42,61182,"High school diploma or equivalent","<5 years","None"]
["37-2011","Janitors and Cleaners, Except Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2011 (Janitors and Cleaners, Except Maids and Housekeeping Cleaners)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",670,820,150,0.22388059701492538,15,30,700,75,775,0.10714285714285714,48,47,15,110,16.38,34057,"No formal educational credential","None","Short-term on-the-job training"]
["37-2012","Maids and Housekeeping Cleaners",37,"Building and Grounds Cleaning and Maintenance Occupations","37-2012 (Maids and Housekeeping Cleaners)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",210,380,170,0.80952380952380953,17,34,244,85,329,0.34836065573770492,22,16,17,55,12.77,26559,"No formal educational credential","None","Short-term on-the-job training"]
["37-3011","Landscaping and Groundskeeping Workers",37,"Building and Grounds Cleaning and Maintenance Occupations","37-3011 (Landscaping and Groundskeeping Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",390,470,80,0.20512820512820512,8,16,406,40,446,9.8522167487684734E-2,20,31,8,59,14.38,29912,"No formal educational credential","None","Short-term on-the-job training"]
["39-1021","First-Line Supervisors of Personal Service Workers",39,"Personal Care and Service Occupations","39-1021 (First-Line Supervisors of Personal Service Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,90,30,0.5,3,6,66,15,81,0.22727272727272727,4,3,2,9,22.45,46699,"High school diploma or equivalent","<5 years","None"]
["39-2021","Nonfarm Animal Caretakers",39,"Personal Care and Service Occupations","39-2021 (Nonfarm Animal Caretakers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,4,5,1,10,11.59,24111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-3091","Amusement and Recreation Attendants",39,"Personal Care and Service Occupations","39-3091 (Amusement and Recreation Attendants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",110,120,10,9.0909090909090912E-2,1,2,112,5,117,4.4642857142857144E-2,12,13,1,26,11.42,23740,"No formal educational credential","None","Short-term on-the-job training"]
["39-5011","Barbers",39,"Personal Care and Service Occupations","39-5011 (Barbers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,4,4,2,10,0,0,"Postsecondary non-degree award","None","None"]
["39-5012","Hairdressers, Hairstylists, and Cosmetologists",39,"Personal Care and Service Occupations","39-5012 (Hairdressers, Hairstylists, and Cosmetologists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",160,200,40,0.25,4,8,168,20,188,0.11904761904761904,12,9,4,25,12.06,25078,"Postsecondary non-degree award","None","None"]
["39-9011","Childcare Workers",39,"Personal Care and Service Occupations","39-9011 (Childcare Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",430,480,50,0.11627906976744186,5,10,440,25,465,5.6818181818181816E-2,37,28,5,70,12.69,26394,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9021","Personal Care Aides",39,"Personal Care and Service Occupations","39-9021 (Personal Care Aides)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",2130,3130,1000,0.46948356807511737,100,200,2330,500,2830,0.21459227467811159,210,158,99,467,11.59,24111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9031","Fitness Trainers and Aerobics Instructors",39,"Personal Care and Service Occupations","39-9031 (Fitness Trainers and Aerobics Instructors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",160,180,20,0.125,2,4,164,10,174,6.097560975609756E-2,11,17,2,30,23.28,48407,"High school diploma or equivalent","None","Short-term on-the-job training"]
["39-9032","Recreation Workers",39,"Personal Care and Service Occupations","39-9032 (Recreation Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",250,260,10,0.04,1,2,252,5,257,1.984126984126984E-2,17,25,1,43,14.46,30077,"High school diploma or equivalent","None","Short-term on-the-job training"]
["41-1011","First-Line Supervisors of Retail Sales Workers",41,"Sales and Related Occupations","41-1011 (First-Line Supervisors of Retail Sales Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",490,540,50,0.10204081632653061,5,10,500,25,525,0.05,19,35,5,59,19.309999999999999,40165,"High school diploma or equivalent","<5 years","None"]
["41-1012","First-Line Supervisors of Non-Retail Sales Workers",41,"Sales and Related Occupations","41-1012 (First-Line Supervisors of Non-Retail Sales Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",130,140,10,7.6923076923076927E-2,1,2,132,5,137,3.787878787878788E-2,4,8,1,13,30.44,63315,"High school diploma or equivalent","<5 years","None"]
["41-2011","Cashiers",41,"Sales and Related Occupations","41-2011 (Cashiers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",1970,2030,60,3.0456852791878174E-2,6,12,1982,30,2012,1.5136226034308779E-2,188,183,6,377,11.79,24514,"No formal educational credential","None","Short-term on-the-job training"]
["41-2021","Counter and Rental Clerks",41,"Sales and Related Occupations","41-2021 (Counter and Rental Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,14,20,2,36,12.16,25278,"No formal educational credential","None","Short-term on-the-job training"]
["41-2022","Parts Salespersons",41,"Sales and Related Occupations","41-2022 (Parts Salespersons)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,7,12,2,21,15.61,32458,"No formal educational credential","None","Moderate-term on-the-job training"]
["41-2031","Retail Salespersons",41,"Sales and Related Occupations","41-2031 (Retail Salespersons)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",1150,1220,70,6.0869565217391307E-2,7,14,1164,35,1199,3.006872852233677E-2,75,94,7,176,11.94,24845,"No formal educational credential","None","Short-term on-the-job training"]
["41-3021","Insurance Sales Agents",41,"Sales and Related Occupations","41-3021 (Insurance Sales Agents)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",90,110,20,0.22222222222222221,2,4,94,10,104,0.10638297872340426,4,5,2,11,29.57,61486,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-3099","Sales Representatives, Services, All Other",41,"Sales and Related Occupations","41-3099 (Sales Representatives, Services, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",330,330,0,0,0,0,330,0,330,0,10,28,0,38,19.11,39741,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-4011","Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41,"Sales and Related Occupations","41-4011 (Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Above Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,4,1,7,32.31,67209,"Bachelor's degree","None","Moderate-term on-the-job training"]
["41-4012","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41,"Sales and Related Occupations","41-4012 (Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",310,330,20,6.4516129032258063E-2,2,4,314,10,324,3.1847133757961783E-2,10,21,2,33,18.64,38760,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9022","Real Estate Sales Agents",41,"Sales and Related Occupations","41-9022 (Real Estate Sales Agents)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",120,140,20,0.16666666666666666,2,4,124,10,134,8.0645161290322578E-2,7,5,2,14,36.6,76135,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["41-9099","Sales and Related Workers, All Other",41,"Sales and Related Occupations","41-9099 (Sales and Related Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,50,10,0.25,1,2,42,5,47,0.11904761904761904,2,3,1,6,12.64,26301,"High school diploma or equivalent","None","None"]
["43-1011","First-Line Supervisors of Office and Administrative Support Workers",43,"Office and Administrative Support Occupations","43-1011 (First-Line Supervisors of Office and Administrative Support Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",440,460,20,4.5454545454545456E-2,2,4,444,10,454,2.2522522522522521E-2,17,26,2,45,24.55,51047,"High school diploma or equivalent","<5 years","None"]
["43-3011","Bill and Account Collectors",43,"Office and Administrative Support Occupations","43-3011 (Bill and Account Collectors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,19.84,41261,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3021","Billing and Posting Clerks",43,"Office and Administrative Support Occupations","43-3021 (Billing and Posting Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",250,320,70,0.28000000000000003,7,14,264,35,299,0.13257575757575757,12,16,7,35,18.61,38702,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3031","Bookkeeping, Accounting, and Auditing Clerks",43,"Office and Administrative Support Occupations","43-3031 (Bookkeeping, Accounting, and Auditing Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",700,730,30,4.2857142857142858E-2,3,6,706,15,721,2.1246458923512748E-2,44,34,3,81,16.79,34904,"Some college, no degree","None","Moderate-term on-the-job training"]
["43-3051","Payroll and Timekeeping Clerks",43,"Office and Administrative Support Occupations","43-3051 (Payroll and Timekeeping Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,22.97,47771,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3061","Procurement Clerks",43,"Office and Administrative Support Occupations","43-3061 (Procurement Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,2,4,0,6,22.43,46655,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-3071","Tellers",43,"Office and Administrative Support Occupations","43-3071 (Tellers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",200,180,-20,-0.1,-2,-4,196,-10,186,-5.1020408163265307E-2,10,12,-2,20,14.35,29848,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4031","Court, Municipal, and License Clerks",43,"Office and Administrative Support Occupations","43-4031 (Court, Municipal, and License Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",100,100,0,0,0,0,100,0,100,0,4,4,0,8,22.93,47689,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4051","Customer Service Representatives",43,"Office and Administrative Support Occupations","43-4051 (Customer Service Representatives)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",230,270,40,0.17391304347826086,4,8,238,20,258,8.4033613445378158E-2,13,19,4,36,17.54,36501,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4061","Eligibility Interviewers, Government Programs",43,"Office and Administrative Support Occupations","43-4061 (Eligibility Interviewers, Government Programs)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",130,130,0,0,0,0,130,0,130,0,5,6,1,12,22.23,46256,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-4121","Library Assistants, Clerical",43,"Office and Administrative Support Occupations","43-4121 (Library Assistants, Clerical)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",70,70,0,0,0,0,70,0,70,0,5,4,0,9,17.37,36133,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4131","Loan Interviewers and Clerks",43,"Office and Administrative Support Occupations","43-4131 (Loan Interviewers and Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",80,80,0,0,0,0,80,0,80,0,3,5,0,8,18.8,39111,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4171","Receptionists and Information Clerks",43,"Office and Administrative Support Occupations","43-4171 (Receptionists and Information Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",340,370,30,8.8235294117647065E-2,3,6,346,15,361,4.3352601156069363E-2,22,24,3,49,13.57,28241,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-4199","Information and Record Clerks, All Other",43,"Office and Administrative Support Occupations","43-4199 (Information and Record Clerks, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",90,90,0,0,0,0,90,0,90,0,4,6,0,10,22.67,47167,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5032","Dispatchers, Except Police, Fire, and Ambulance",43,"Office and Administrative Support Occupations","43-5032 (Dispatchers, Except Police, Fire, and Ambulance)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",130,130,0,0,0,0,130,0,130,0,4,7,0,11,21.39,44506,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5051","Postal Service Clerks",43,"Office and Administrative Support Occupations","43-5051 (Postal Service Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,1,0,3,28.81,59942,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5052","Postal Service Mail Carriers",43,"Office and Administrative Support Occupations","43-5052 (Postal Service Mail Carriers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,5,4,0,9,22.47,46737,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5061","Production, Planning, and Expediting Clerks",43,"Office and Administrative Support Occupations","43-5061 (Production, Planning, and Expediting Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,1,7,15.67,32601,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-5071","Shipping, Receiving, and Traffic Clerks",43,"Office and Administrative Support Occupations","43-5071 (Shipping, Receiving, and Traffic Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,8,12,2,22,16.14,33574,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5081","Stock Clerks and Order Fillers",43,"Office and Administrative Support Occupations","43-5081 (Stock Clerks and Order Fillers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",510,580,70,0.13725490196078433,7,14,524,35,559,6.6793893129770993E-2,30,39,7,76,11.9,24761,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-5111","Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43,"Office and Administrative Support Occupations","43-5111 (Weighers, Measurers, Checkers, and Samplers, Recordkeeping)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,14.09,29326,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-6011","Executive Secretaries and Executive Administrative Assistants",43,"Office and Administrative Support Occupations","43-6011 (Executive Secretaries and Executive Administrative Assistants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",180,150,-30,-0.16666666666666666,-3,-6,174,-15,159,-8.6206896551724144E-2,9,8,-3,14,26.05,54179,"High school diploma or equivalent","<5 years","None"]
["43-6012","Legal Secretaries",43,"Office and Administrative Support Occupations","43-6012 (Legal Secretaries)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,3,3,-1,5,15.16,31537,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6013","Medical Secretaries",43,"Office and Administrative Support Occupations","43-6013 (Medical Secretaries)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",220,250,30,0.13636363636363635,3,6,226,15,241,6.637168141592921E-2,13,12,3,28,18.68,38845,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-6014","Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43,"Office and Administrative Support Occupations","43-6014 (Secretaries and Administrative Assistants, Except Legal, Medical, and Executive)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",800,780,-20,-2.5000000000000001E-2,-2,-4,796,-10,786,-1.2562814070351759E-2,42,41,-2,81,16.95,35253,"High school diploma or equivalent","None","Short-term on-the-job training"]
["43-9041","Insurance Claims and Policy Processing Clerks",43,"Office and Administrative Support Occupations","43-9041 (Insurance Claims and Policy Processing Clerks)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",70,90,20,0.2857142857142857,2,4,74,10,84,0.13513513513513514,3,4,1,8,23.45,48784,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["43-9061","Office Clerks, General",43,"Office and Administrative Support Occupations","43-9061 (Office Clerks, General)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",890,900,10,1.1235955056179775E-2,1,2,892,5,897,5.6053811659192822E-3,52,51,0,103,16.66,34659,"High school diploma or equivalent","None","Short-term on-the-job training"]
["45-2092","Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45,"Farming, Fishing, and Forestry Occupations","45-2092 (Farmworkers and Laborers, Crop, Nursery, and Greenhouse)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",3190,3550,360,0.11285266457680251,36,72,3262,180,3442,5.518087063151441E-2,123,384,36,543,11.25,23401,"No formal educational credential","None","Short-term on-the-job training"]
["45-2099","Agricultural Workers, All Other",45,"Farming, Fishing, and Forestry Occupations","45-2099 (Agricultural Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,60,10,0.2,1,2,52,5,57,9.6153846153846159E-2,2,6,1,9,12.66,26342,"No formal educational credential","None","Short-term on-the-job training"]
["47-1011","First-Line Supervisors of Construction Trades and Extraction Workers",47,"Construction and Extraction Occupations","47-1011 (First-Line Supervisors of Construction Trades and Extraction Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",150,160,10,6.6666666666666666E-2,1,2,152,5,157,3.2894736842105261E-2,5,10,2,17,34.85,72492,"High school diploma or equivalent","≥5 years","None"]
["47-2031","Carpenters",47,"Construction and Extraction Occupations","47-2031 (Carpenters)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",190,210,20,0.10526315789473684,2,4,194,10,204,5.1546391752577317E-2,7,11,2,20,26.82,55789,"High school diploma or equivalent","None","Apprenticeship"]
["47-2051","Cement Masons and Concrete Finishers",47,"Construction and Extraction Occupations","47-2051 (Cement Masons and Concrete Finishers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",80,100,20,0.25,2,4,84,10,94,0.11904761904761904,3,6,3,12,23.16,48175,"No formal educational credential","None","Moderate-term on-the-job training"]
["47-2061","Construction Laborers",47,"Construction and Extraction Occupations","47-2061 (Construction Laborers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",250,290,40,0.16,4,8,258,20,278,7.7519379844961239E-2,9,18,4,31,21.67,45081,"No formal educational credential","None","Short-term on-the-job training"]
["47-2073","Operating Engineers and Other Construction Equipment Operators",47,"Construction and Extraction Occupations","47-2073 (Operating Engineers and Other Construction Equipment Operators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",110,130,20,0.18181818181818182,2,4,114,10,124,8.771929824561403E-2,5,8,2,15,25.33,52684,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-2111","Electricians",47,"Construction and Extraction Occupations","47-2111 (Electricians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",130,130,0,0,0,0,130,0,130,0,5,10,0,15,31.93,66415,"High school diploma or equivalent","None","Apprenticeship"]
["47-2151","Pipelayers",47,"Construction and Extraction Occupations","47-2151 (Pipelayers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,0,0,"No formal educational credential","None","Short-term on-the-job training"]
["47-2152","Plumbers, Pipefitters, and Steamfitters",47,"Construction and Extraction Occupations","47-2152 (Plumbers, Pipefitters, and Steamfitters)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",140,140,0,0,0,0,140,0,140,0,5,9,0,14,31.44,65397,"High school diploma or equivalent","None","Apprenticeship"]
["47-2211","Sheet Metal Workers",47,"Construction and Extraction Occupations","47-2211 (Sheet Metal Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,-1,4,0,0,"High school diploma or equivalent","None","Apprenticeship"]
["47-4011","Construction and Building Inspectors",47,"Construction and Extraction Occupations","47-4011 (Construction and Building Inspectors)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,2,0,4,30.72,63891,"High school diploma or equivalent","≥5 years","Moderate-term on-the-job training"]
["47-4051","Highway Maintenance Workers",47,"Construction and Extraction Occupations","47-4051 (Highway Maintenance Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["47-5021","Earth Drillers, Except Oil and Gas",47,"Construction and Extraction Occupations","47-5021 (Earth Drillers, Except Oil and Gas)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",40,30,-10,-0.25,-1,-2,38,-5,33,-0.13157894736842105,1,3,0,4,23.65,49203,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-1011","First-Line Supervisors of Mechanics, Installers, and Repairers",49,"Installation, Maintenance, and Repair Occupations","49-1011 (First-Line Supervisors of Mechanics, Installers, and Repairers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",170,190,20,0.11764705882352941,2,4,174,10,184,5.7471264367816091E-2,6,9,1,16,34.049999999999997,70813,"High school diploma or equivalent","<5 years","None"]
["49-2011","Computer, Automated Teller, and Office Machine Repairers",49,"Installation, Maintenance, and Repair Occupations","49-2011 (Computer, Automated Teller, and Office Machine Repairers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,4,0,6,18.29,38042,"Some college, no degree","None","Short-term on-the-job training"]
["49-2094","Electrical and Electronics Repairers, Commercial and Industrial Equipment",49,"Installation, Maintenance, and Repair Occupations","49-2094 (Electrical and Electronics Repairers, Commercial and Industrial Equipment)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",50,50,0,0,0,0,50,0,50,0,1,3,0,4,30.03,62455,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-3011","Aircraft Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3011 (Aircraft Mechanics and Service Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",90,90,0,0,0,0,90,0,90,0,3,4,1,8,29.95,62303,"Postsecondary non-degree award","None","None"]
["49-3021","Automotive Body and Related Repairers",49,"Installation, Maintenance, and Repair Occupations","49-3021 (Automotive Body and Related Repairers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,70,10,0.16666666666666666,1,2,62,5,67,8.0645161290322578E-2,2,4,0,6,22.3,46379,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3023","Automotive Service Technicians and Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-3023 (Automotive Service Technicians and Mechanics)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",260,280,20,7.6923076923076927E-2,2,4,264,10,274,3.787878787878788E-2,8,16,2,26,21.02,43729,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["49-3041","Farm Equipment Mechanics and Service Technicians",49,"Installation, Maintenance, and Repair Occupations","49-3041 (Farm Equipment Mechanics and Service Technicians)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",80,90,10,0.125,1,2,82,5,87,6.097560975609756E-2,3,5,1,9,18.760000000000002,39027,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-3042","Mobile Heavy Equipment Mechanics, Except Engines",49,"Installation, Maintenance, and Repair Occupations","49-3042 (Mobile Heavy Equipment Mechanics, Except Engines)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",130,150,20,0.15384615384615385,2,4,134,10,144,7.4626865671641784E-2,4,9,1,14,26.47,55062,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9012","Control and Valve Installers and Repairers, Except Mechanical Door",49,"Installation, Maintenance, and Repair Occupations","49-9012 (Control and Valve Installers and Repairers, Except Mechanical Door)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9021","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49,"Installation, Maintenance, and Repair Occupations","49-9021 (Heating, Air Conditioning, and Refrigeration Mechanics and Installers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",110,100,-10,-9.0909090909090912E-2,-1,-2,108,-5,103,-4.6296296296296294E-2,3,7,0,10,22.99,47821,"Postsecondary non-degree award","None","Long-term on-the-job training"]
["49-9041","Industrial Machinery Mechanics",49,"Installation, Maintenance, and Repair Occupations","49-9041 (Industrial Machinery Mechanics)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",160,190,30,0.1875,3,6,166,15,181,9.036144578313253E-2,6,9,3,18,25,52005,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9043","Maintenance Workers, Machinery",49,"Installation, Maintenance, and Repair Occupations","49-9043 (Maintenance Workers, Machinery)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",50,50,0,0,0,0,50,0,50,0,2,3,0,5,16.82,34985,"High school diploma or equivalent","None","Long-term on-the-job training"]
["49-9071","Maintenance and Repair Workers, General",49,"Installation, Maintenance, and Repair Occupations","49-9071 (Maintenance and Repair Workers, General)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",410,480,70,0.17073170731707318,7,14,424,35,459,8.254716981132075E-2,18,25,8,51,19,39514,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["49-9098","Helpers--Installation, Maintenance, and Repair Workers",49,"Installation, Maintenance, and Repair Occupations","49-9098 (Helpers--Installation, Maintenance, and Repair Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,13.7,28506,"High school diploma or equivalent","None","Short-term on-the-job training"]
["49-9099","Installation, Maintenance, and Repair Workers, All Other",49,"Installation, Maintenance, and Repair Occupations","49-9099 (Installation, Maintenance, and Repair Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,1,2,0,3,14.45,30060,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-1011","First-Line Supervisors of Production and Operating Workers",51,"Production Occupations","51-1011 (First-Line Supervisors of Production and Operating Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,4,8,2,14,27.88,57984,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Tulare","Central","Visalia-Porterville Metropolitan Statistical Area","Middle Skill",230,280,50,0.21739130434782608,5,10,240,25,265,0.10416666666666667,8,18,5,31,0,0,"High school diploma or equivalent","<5 years","None"]
["51-3011","Bakers",51,"Production Occupations","51-3011 (Bakers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,40,10,0.33333333333333331,1,2,32,5,37,0.15625,2,2,1,5,14.48,30133,"No formal educational credential","None","Long-term on-the-job training"]
["51-3099","Food Processing Workers, All Other",51,"Production Occupations","51-3099 (Food Processing Workers, All Other)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,1,2,0,3,12.11,25190,"No formal educational credential","None","Moderate-term on-the-job training"]
["51-4041","Machinists",51,"Production Occupations","51-4041 (Machinists)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",120,120,0,0,0,0,120,0,120,0,4,8,1,13,18.16,37779,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-4121","Welders, Cutters, Solderers, and Brazers",51,"Production Occupations","51-4121 (Welders, Cutters, Solderers, and Brazers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",160,170,10,6.25E-2,1,2,162,5,167,3.0864197530864196E-2,4,13,1,18,17.96,37370,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-8031","Water and Wastewater Treatment Plant and System Operators",51,"Production Occupations","51-8031 (Water and Wastewater Treatment Plant and System Operators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",110,110,0,0,0,0,110,0,110,0,3,6,0,9,29.02,60348,"High school diploma or equivalent","None","Long-term on-the-job training"]
["51-9023","Mixing and Blending Machine Setters, Operators, and Tenders",51,"Production Occupations","51-9023 (Mixing and Blending Machine Setters, Operators, and Tenders)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",60,50,-10,-0.16666666666666666,-1,-2,58,-5,53,-8.6206896551724144E-2,2,4,0,6,16.03,33337,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9061","Inspectors, Testers, Sorters, Samplers, and Weighers",51,"Production Occupations","51-9061 (Inspectors, Testers, Sorters, Samplers, and Weighers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",40,40,0,0,0,0,40,0,40,0,2,3,0,5,18.88,39284,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9111","Packaging and Filling Machine Operators and Tenders",51,"Production Occupations","51-9111 (Packaging and Filling Machine Operators and Tenders)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",170,200,30,0.17647058823529413,3,6,176,15,191,8.5227272727272721E-2,9,12,2,23,11.67,24279,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["51-9198","Helpers--Production Workers",51,"Production Occupations","51-9198 (Helpers--Production Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",30,30,0,0,0,0,30,0,30,0,2,3,0,5,14.49,30143,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Ventura","South Central","Oxnard-Thousand Oaks-Ventura Metropolitan Statistical Area ","Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,10,22,4,36,0,0,"High school diploma or equivalent","<5 years","None"]
["53-1031","First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators",53,"Transportation and Material Moving Occupations","53-1031 (First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,80,20,0.33333333333333331,2,4,64,10,74,0.15625,2,5,2,9,0,0,"High school diploma or equivalent","<5 years","None"]
["53-3021","Bus Drivers, Transit and Intercity",53,"Transportation and Material Moving Occupations","53-3021 (Bus Drivers, Transit and Intercity)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",60,60,0,0,0,0,60,0,60,0,5,2,1,8,0,0,"High school diploma or equivalent","None","Moderate-term on-the-job training"]
["53-3022","Bus Drivers, School or Special Client",53,"Transportation and Material Moving Occupations","53-3022 (Bus Drivers, School or Special Client)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",90,90,0,0,0,0,90,0,90,0,7,4,0,11,16.03,33334,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3031","Driver/Sales Workers",53,"Transportation and Material Moving Occupations","53-3031 (Driver/Sales Workers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",70,80,10,0.14285714285714285,1,2,72,5,77,6.9444444444444448E-2,3,5,1,9,0,0,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-3032","Heavy and Tractor-Trailer Truck Drivers",53,"Transportation and Material Moving Occupations","53-3032 (Heavy and Tractor-Trailer Truck Drivers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Middle Skill",830,920,90,0.10843373493975904,9,18,848,45,893,5.3066037735849059E-2,37,55,9,101,21.74,45224,"Postsecondary non-degree award","None","Short-term on-the-job training"]
["53-3033","Light Truck or Delivery Services Drivers",53,"Transportation and Material Moving Occupations","53-3033 (Light Truck or Delivery Services Drivers)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",310,350,40,0.12903225806451613,4,8,318,20,338,6.2893081761006289E-2,14,21,4,39,16.23,33747,"High school diploma or equivalent","None","Short-term on-the-job training"]
["53-6031","Automotive and Watercraft Service Attendants",53,"Transportation and Material Moving Occupations","53-6031 (Automotive and Watercraft Service Attendants)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",100,110,10,0.1,1,2,102,5,107,4.9019607843137254E-2,6,11,1,18,12.63,26279,"No formal educational credential","None","Short-term on-the-job training"]
["53-7051","Industrial Truck and Tractor Operators",53,"Transportation and Material Moving Occupations","53-7051 (Industrial Truck and Tractor Operators)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",170,230,60,0.35294117647058826,6,12,182,30,212,0.16483516483516483,7,15,6,28,18.23,37921,"No formal educational credential","None","Short-term on-the-job training"]
["53-7061","Cleaners of Vehicles and Equipment",53,"Transportation and Material Moving Occupations","53-7061 (Cleaners of Vehicles and Equipment)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",140,160,20,0.14285714285714285,2,4,144,10,154,6.9444444444444448E-2,8,13,2,23,11.49,23903,"No formal educational credential","None","Short-term on-the-job training"]
["53-7062","Laborers and Freight, Stock, and Material Movers, Hand",53,"Transportation and Material Moving Occupations","53-7062 (Laborers and Freight, Stock, and Material Movers, Hand)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",560,630,70,0.125,7,14,574,35,609,6.097560975609756E-2,29,51,7,87,13.87,28851,"No formal educational credential","None","Short-term on-the-job training"]
["53-7064","Packers and Packagers, Hand",53,"Transportation and Material Moving Occupations","53-7064 (Packers and Packagers, Hand)","Yuba and Sutter","Greater Sacramento","Yuba City Metropolitan Statistical Area","Below Middle Skill",120,130,10,8.3333333333333329E-2,1,2,122,5,127,4.0983606557377046E-2,9,10,1,20,10.9,22663,"No formal educational credential","None","Short-term on-the-job training"]